Vahid Tarokh | Scholars@Duke

Vahid Tarokh
Rhodes Family Distinguished Professor of Electrical and Computer Engineering

Vahid Tarokh’s research is in pursuing new formulations and approaches to getting the most out of datasets. Current projects are focused on representation, modeling, inference and prediction from data such as determining how different people will respond to exposure to certain viruses, predicting rare events from small amounts of data, formulation and calculation of limits of learning from observations, and prediction of a macaque monkey's future actions from its brain waves.

Current Research Interests

Foundations of AI, Foundations of Signal Processing, Learning Representations, Transfer Learning, Meta-Learning, Physics Infused Learning, Extreme Value Theory, Dependence Modeling, Sequential Analysis.

Current Appointments & Affiliations

Rhodes Family Distinguished Professor of Electrical and Computer Engineering, Electrical and Computer Engineering, Pratt School of Engineering 2018
Professor of Electrical and Computer Engineering, Electrical and Computer Engineering, Pratt School of Engineering 2018
Professor of Mathematics, Mathematics, Trinity College of Arts & Sciences 2018

Contact Information

130 Hudson Hall, Durham, NC 27708
Box 90291, Durham, NC 27708
vahid.tarokh@duke.edu (919) 660-7594
Vahid Tarokh's Webpage

Background
Previous Appointments & Affiliations
- Professor of Computer Science, Computer Science, Trinity College of Arts & Sciences 2018 - 2020
Recognition
Awards & Honors
- Member. National Academy of Engineering. 2019
Research
Selected Grants
Publications & Artistic Works
Selected Publications
- Books
  - Tarokh, V. Preface, 2009. https://doi.org/10.1007/978-1-4419-0673-1.
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- Academic Articles
  - Hasan, A., J. M. Pereira, S. Farsiu, and V. Tarokh. “Identifying Latent Stochastic Differential Equations.” Ieee Transactions on Signal Processing 70 (January 1, 2022): 89–104. https://doi.org/10.1109/TSP.2021.3131723.
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  - Le, C. P., M. Soltani, J. Dong, and V. Tarokh. “Fisher Task Distance and its Application in Neural Architecture Search.” Ieee Access 10 (January 1, 2022): 47235–49. https://doi.org/10.1109/ACCESS.2022.3171741.
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  - Momenifar, M., E. Diao, V. Tarokh, and A. D. Bragg. “Dimension reduced turbulent flow data from deep vector quantisers.” Journal of Turbulence 23, no. 4–5 (January 1, 2022): 232–64. https://doi.org/10.1080/14685248.2022.2060508.
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  - Soloveychik, I., and V. Tarokh. “Large deviations of convex polyominoes^*.” Electronic Journal of Probability 27 (January 1, 2022). https://doi.org/10.1214/22-EJP835.
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  - Wu, S., E. Diao, K. Elkhalil, J. Ding, and V. Tarokh. “Score-Based Hypothesis Testing for Unnormalized Models.” Ieee Access 10 (January 1, 2022): 71936–50. https://doi.org/10.1109/ACCESS.2022.3187991.
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  - Dong, Juncheng, Simiao Ren, Yang Deng, Omar Khatib, Jordan Malof, Mohammadreza Soltani, Willie Padilla, and Vahid Tarokh. “Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions,” November 25, 2021.
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  - Xu, Xingzi, Ali Hasan, Khalil Elkhalil, Jie Ding, and Vahid Tarokh. “Characteristic Neural Ordinary Differential Equations,” November 25, 2021.
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  - Diao, Enmao, Vahid Tarokh, and Jie Ding. “Privacy-Preserving Multi-Target Multi-Domain Recommender Systems with Assisted AutoEncoders,” October 25, 2021.
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  - Le, Cat P., Juncheng Dong, Mohammadreza Soltani, and Vahid Tarokh. “Task Affinity with Maximum Bipartite Matching in Few-Shot Learning,” October 5, 2021.
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  - Kojima, S., K. Maruta, Y. Feng, C. J. Ahn, and V. Tarokh. “CNN-Based Joint SNR and Doppler Shift Classification Using Spectrogram Images for Adaptive Modulation and Coding.” Ieee Transactions on Communications 69, no. 8 (August 1, 2021): 5152–67. https://doi.org/10.1109/TCOMM.2021.3077565.
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  - Cannella, Chris, and Vahid Tarokh. “Semi-Empirical Objective Functions for MCMC Proposal Optimization,” June 3, 2021.
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  - Diao, Enmao, Jie Ding, and Vahid Tarokh. “Gradient Assisted Learning,” June 2, 2021.
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  - Diao, Enmao, Jie Ding, and Vahid Tarokh. “SemiFL: Communication Efficient Semi-Supervised Federated Learning with Unlabeled Clients,” June 2, 2021.
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  - Yanchenko, Anna K., Mohammadreza Soltani, Robert J. Ravier, Sayan Mukherjee, and Vahid Tarokh. “A Methodology for Exploring Deep Convolutional Features in Relation to Hand-Crafted Features with an Application to Music Audio Modeling,” May 31, 2021.
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  - Ding, J., E. Diao, J. Zhou, and V. Tarokh. “On Statistical Efficiency in Learning.” Ieee Transactions on Information Theory 67, no. 4 (April 1, 2021): 2488–2506. https://doi.org/10.1109/TIT.2020.3047620.
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  - Le, Cat P., Mohammadreza Soltani, Juncheng Dong, and Vahid Tarokh. “Fisher Task Distance and Its Application in Neural Architecture Search,” March 23, 2021.
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  - Xing, Jiali, David Fischer, Nitya Labh, Ryan Piersma, Benjamin C. Lee, Yu Amy Xia, Tuhin Sahai, and Vahid Tarokh. “Talaria: A Framework for Simulation of Permissioned Blockchains for Logistics and Beyond,” March 3, 2021.
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  - Momenifar, Mohammadreza, Enmao Diao, Vahid Tarokh, and Andrew D. Bragg. “Dimension Reduced Turbulent Flow Data From Deep Vector Quantizers.” Journal of Turbulence 2022, March 1, 2021.
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  - Le, Cat P., Mohammadreza Soltani, Robert Ravier, and Vahid Tarokh. “Improved Automated Machine Learning from Transfer Learning,” February 27, 2021.
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  - Ng, Yuting, Ali Hasan, Khalil Elkhalil, and Vahid Tarokh. “Generative Archimedean Copulas,” February 22, 2021.
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  - Hasan, Ali, Khalil Elkhalil, Yuting Ng, Joao M. Pereira, Sina Farsiu, Jose H. Blanchet, and Vahid Tarokh. “Modeling Extremes with d-max-decreasing Neural Networks,” February 17, 2021.
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  - Chan, C. H., V. Tarokh, and M. Xiong. “Convergence Rate of Empirical Spectral Distribution of Random Matrices from Linear Codes.” Ieee Transactions on Information Theory 67, no. 2 (February 1, 2021): 1080–87. https://doi.org/10.1109/TIT.2020.3039175.
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  - Angjelichinoski, Marko, Mohammadreza Soltani, John Choi, Bijan Pesaran, and Vahid Tarokh. “Deep Pinsker and James-Stein Neural Networks for Decoding Motor Intentions From Limited Data.” Ieee Transactions on Neural Systems and Rehabilitation Engineering : A Publication of the Ieee Engineering in Medicine and Biology Society 29 (January 2021): 1058–67. https://doi.org/10.1109/tnsre.2021.3083755.
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  - Ding, Jie, Enmao Diao, Jiawei Zhou, and Vahid Tarokh. “On Statistical Efficiency in Learning.” Ieee Trans. Inf. Theory 67 (2021): 2488–2506. https://doi.org/10.1109/TIT.2020.3047620.
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  - Elkhalil, Khalil, Ali Hasan, Jie Ding, Sina Farsiu, and Vahid Tarokh. “Fisher Auto-Encoders.” 24th International Conference on Artificial Intelligence and Statistics (Aistats) 130 (2021): 352–60.
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  - Le, C. P., M. Soltani, R. Ravier, and V. Tarokh. “Task-aware neural architecture search.” Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings 2021-June (January 1, 2021): 4090–94. https://doi.org/10.1109/ICASSP39728.2021.9414412.
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  - Zhou, J., J. Ding, K. M. Tan, and V. Tarokh. “Model linkage selection for cooperative learning.” Journal of Machine Learning Research 22 (January 1, 2021).
  - Diao, Enmao, Jie Ding, and Vahid Tarokh. “HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients,” October 2, 2020.
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  - Angjelichinoski, Marko, Bijan Pesaran, and Vahid Tarokh. “Deep Cross-Subject Mapping of Neural Activity,” July 13, 2020.
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  - Ravier, Robert J., Mohammadreza Soltani, Miguel Simões, Denis Garagic, and Vahid Tarokh. “GeoStat Representations of Time Series for Fast Classification,” July 13, 2020.
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  - Cannella, Chris, Mohammadreza Soltani, and Vahid Tarokh. “Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows,” July 12, 2020.
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  - Hasan, A., J. M. Pereira, R. Ravier, S. Farsiu, and V. Tarokh. “Learning Partial Differential Equations from Data Using Neural Networks.” Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings 2020-May (May 1, 2020): 3962–66. https://doi.org/10.1109/ICASSP40776.2020.9053750.
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  - Cannella, C., J. DIng, M. Soltani, Y. Zhou, and V. Tarokh. “Perception-Distortion Trade-Off with Restricted Boltzmann Machines.” Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings 2020-May (May 1, 2020): 4022–26. https://doi.org/10.1109/ICASSP40776.2020.9052991.
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  - Le, C. P., Y. Zhou, J. Ding, and V. Tarokh. “Supervised Encoding for Discrete Representation Learning.” Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings 2020-May (May 1, 2020): 3447–51. https://doi.org/10.1109/ICASSP40776.2020.9054118.
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  - Ng, Y., J. M. Pereira, D. Garagic, and V. Tarokh. “Robust Marine Buoy Placement for Ship Detection Using Dropout K-Means.” Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings 2020-May (May 1, 2020): 3757–61. https://doi.org/10.1109/ICASSP40776.2020.9053064.
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  - Wang, J., M. Xue, R. Culhane, E. Diao, J. Ding, and V. Tarokh. “Speech emotion recognition with dual-sequence LSTM architecture.” Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings 2020-May (May 1, 2020): 6474–78. https://doi.org/10.1109/ICASSP40776.2020.9054629.
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  - Diao, E., J. Ding, and V. Tarokh. “DRASIC: Distributed recurrent autoencoder for scalable image compression.” Data Compression Conference Proceedings 2020-March (March 1, 2020): 3–12. https://doi.org/10.1109/DCC47342.2020.00008.
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  - Wu, S., E. Diao, J. Ding, and V. Tarokh. “Deep clustering of compressed variational embeddings.” Data Compression Conference Proceedings 2020-March (March 1, 2020): 399. https://doi.org/10.1109/DCC47342.2020.00051.
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  - Diao, Enmao, Jie Ding, and Vahid Tarokh. “Multimodal Controller for Generative Models,” February 6, 2020.
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  - Angjelichinoski, Marko, John Choi, Taposh Banerjee, Bijan Pesaran, and Vahid Tarokh. “Cross-subject decoding of eye movement goals from local field potentials.” Journal of Neural Engineering 17, no. 1 (February 2020): 016067. https://doi.org/10.1088/1741-2552/ab6df3.
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  - Zhou, Y., Z. Wang, K. Ji, Y. Liang, and V. Tarokh. “Proximal gradient algorithm with momentum and flexible parameter restart for nonconvex optimization.” Ijcai International Joint Conference on Artificial Intelligence 2021-January (January 1, 2020): 1445–51.
  - Jeong, Seongah, Xiang Li, Jiarui Yang, Quanzheng Li, and Vahid Tarokh. “Sparse Representation-Based Denoising for High-Resolution Brain Activation and Functional Connectivity Modeling: A Task fMRI Study.” Ieee Access : Practical Innovations, Open Solutions 8 (January 2020): 36728–40. https://doi.org/10.1109/access.2020.2971261.
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  - DIao, E., J. DIng, and V. Tarokh. “Restricted Recurrent Neural Networks.” Proceedings 2019 Ieee International Conference on Big Data, Big Data 2019, December 1, 2019, 56–63. https://doi.org/10.1109/BigData47090.2019.9006257.
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  - Ravier, R. J., A. R. Calderbank, and V. Tarokh. “Prediction in Online Convex Optimization for Parametrizable Objective Functions.” Proceedings of the Ieee Conference on Decision and Control 2019-December (December 1, 2019): 2455–60. https://doi.org/10.1109/CDC40024.2019.9030013.
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  - Zhang, Y., R. J. Ravier, M. M. Zavlanos, and V. Tarokh. “A Distributed Online Convex Optimization Algorithm with Improved Dynamic Regret.” Proceedings of the Ieee Conference on Decision and Control 2019-December (December 1, 2019): 2449–54. https://doi.org/10.1109/CDC40024.2019.9029474.
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  - Zhang, Yan, Robert J. Ravier, Vahid Tarokh, and Michael M. Zavlanos. “Distributed Online Convex Optimization with Improved Dynamic Regret,” November 12, 2019.
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  - Shao, S., P. E. Jacob, J. Ding, and V. Tarokh. “Bayesian Model Comparison with the Hyvärinen Score: Computation and Consistency.” Journal of the American Statistical Association 114, no. 528 (October 2, 2019): 1826–37. https://doi.org/10.1080/01621459.2018.1518237.
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  - Angjelichinoski, Marko, Taposh Banerjee, John Choi, Bijan Pesaran, and Vahid Tarokh. “Minimax-optimal decoding of movement goals from local field potentials using complex spectral features.” Journal of Neural Engineering 16, no. 4 (August 2019): 046001. https://doi.org/10.1088/1741-2552/ab1a1f.
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  - Krishnamurthy, S., D. W. Bliss, C. D. Richmond, and V. Tarokh. “Peak sidelobe level gumbel distribution of antenna arrays with random phase centers.” Ieee Transactions on Antennas and Propagation 67, no. 8 (August 1, 2019): 5399–5410. https://doi.org/10.1109/TAP.2019.2917469.
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  - Banerjee, T., S. Allsop, K. M. Tye, D. Ba, and V. Tarokh. “Sequential Detection of Regime Changes in Neural Data.” International Ieee/Embs Conference on Neural Engineering, Ner 2019-March (May 16, 2019): 139–42. https://doi.org/10.1109/NER.2019.8716926.
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  - Ding, J., J. Zhou, and V. Tarokh. “Asymptotically Optimal Prediction for Time-Varying Data Generating Processes.” Ieee Transactions on Information Theory 65, no. 5 (May 1, 2019): 3034–67. https://doi.org/10.1109/TIT.2018.2882819.
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  - Xiang, Y., J. Ding, and V. Tarokh. “Estimation of the evolutionary spectra with application to stationarity test.” Ieee Transactions on Signal Processing 67, no. 5 (March 1, 2019): 1353–65. https://doi.org/10.1109/TSP.2018.2890369.
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  - Banerjee, T., G. Whipps, P. Gurram, and V. Tarokh. “Cyclostationary statistical models and algorithms for anomaly detection using multi-modal data.” 2018 Ieee Global Conference on Signal and Information Processing, Globalsip 2018 Proceedings, February 20, 2019, 126–30. https://doi.org/10.1109/GlobalSIP.2018.8646417.
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  - Zhou, Yi, Zhe Wang, Kaiyi Ji, Yingbin Liang, and Vahid Tarokh. “Momentum Schemes with Stochastic Variance Reduction for Nonconvex Composite Optimization,” February 7, 2019.
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  - Wang, Z., K. Ji, Y. Zhou, Y. Liang, and V. Tarokh. “Spiderboost and momentum: Faster stochastic variance reduction algorithms.” Advances in Neural Information Processing Systems 32 (January 1, 2019).
  - Zhou, Y., J. Yang, H. Zhang, Y. Liang, and V. Tarokh. “SGD converges to global minimum in deep learning via star-convex path.” 7th International Conference on Learning Representations, Iclr 2019, January 1, 2019.
  - Ding, J., V. Tarokh, and Y. Yang. “Model Selection Techniques: An Overview.” Ieee Signal Processing Magazine 35, no. 6 (November 1, 2018): 16–34. https://doi.org/10.1109/MSP.2018.2867638.
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  - Banerjee, T., J. Choi, B. Pesaran, D. Ba, and V. Tarokh. “Wavelet Shrinkage and Thresholding Based Robust Classification for Brain-Computer Interface.” Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings 2018-April (September 10, 2018): 836–40. https://doi.org/10.1109/ICASSP.2018.8462321.
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  - Xiang, Y., J. Ding, and V. Tarokh. “Evolutionary Spectra Based on the Multitaper Method with Application to Stationarity Test.” Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings 2018-April (September 10, 2018): 3994–98. https://doi.org/10.1109/ICASSP.2018.8461443.
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  - Banerjee, T., G. Whipps, P. Gurram, and V. Tarokh. “Sequential Event Detection Using Multimodal Data in Nonstationary Environments.” 2018 21st International Conference on Information Fusion, Fusion 2018, September 5, 2018, 1940–47. https://doi.org/10.23919/ICIF.2018.8455835.
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  - Soloveychik, Ilya, and Vahid Tarokh. “Asymptotically Pseudo-Independent Matrices,” September 2, 2018.
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  - Shahrampour, S., M. Noshad, J. Ding, and V. Tarokh. “Online Learning for Multimodal Data Fusion with Application to Object Recognition.” Ieee Transactions on Circuits and Systems Ii: Express Briefs 65, no. 9 (September 1, 2018): 1259–63. https://doi.org/10.1109/TCSII.2017.2754141.
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  - Banerjee, T., J. Choi, B. Pesaran, D. Ba, and V. Tarokh. “Classification of Local Field Potentials using Gaussian Sequence Model.” 2018 Ieee Statistical Signal Processing Workshop, Ssp 2018, August 29, 2018, 218–22. https://doi.org/10.1109/SSP.2018.8450778.
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  - Magnusson, S., C. Enyioha, N. Li, C. Fischione, and V. Tarokh. “Communication Complexity of Dual Decomposition Methods for Distributed Resource Allocation Optimization.” Ieee Journal on Selected Topics in Signal Processing 12, no. 4 (August 1, 2018): 717–32. https://doi.org/10.1109/JSTSP.2018.2848718.
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  - Soloveychik, Ilya, and Vahid Tarokh. “Stationary Geometric Graphical Model Selection,” June 9, 2018.
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  - Ding, J., S. Shahrampour, K. Heal, and V. Tarokh. “Analysis of Multistate Autoregressive Models.” Ieee Transactions on Signal Processing 66, no. 9 (May 1, 2018): 2429–40. https://doi.org/10.1109/TSP.2018.2811757.
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  - Magnusson, S., C. Enyioha, N. Li, C. Fischione, and V. Tarokh. “Convergence of Limited Communication Gradient Methods.” Ieee Transactions on Automatic Control 63, no. 5 (May 1, 2018): 1356–71. https://doi.org/10.1109/TAC.2017.2743678.
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  - Soloveychik, I., Y. Xiang, and V. Tarokh. “Pseudo-Wigner Matrices.” Ieee Transactions on Information Theory 64, no. 4 (April 1, 2018): 3170–78. https://doi.org/10.1109/TIT.2017.2777464.
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  - Soloveychik, I., Y. Xiang, and V. Tarokh. “Symmetric Pseudo-Random Matrices.” Ieee Transactions on Information Theory 64, no. 4 (April 1, 2018): 3179–96. https://doi.org/10.1109/TIT.2018.2800004.
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  - Soloveychik, Ilya, and Vahid Tarokh. “Region Detection in Markov Random Fields: Gaussian Case,” February 11, 2018.
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  - Soloveychik, Ilya, and Vahid Tarokh. “Large Deviations of Convex Polyominoes,” February 11, 2018.
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  - Ding, Jie, Vahid Tarokh, and Yuhong Yang. “Model Selection Techniques - An Overview.” Corr abs/1810.09583 (2018).
  - Enyioha, C., S. Magnússon, K. Heal, N. Li, C. Fischione, and V. Tarokh. “On variability of renewable energy and online power allocation.” Ieee Transactions on Power Systems 33, no. 1 (January 1, 2018): 451–62. https://doi.org/10.1109/TPWRS.2017.2709544.
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  - Shahrampour, S., A. Beirami, and V. Tarokh. “On data-dependent random features for improved generalization in supervised learning.” 32nd Aaai Conference on Artificial Intelligence, Aaai 2018, January 1, 2018, 4026–33.
  - Shahrampour, S., and V. Tarokh. “Learning bounds for greedy approximation with explicit feature maps from multiple kernels.” Advances in Neural Information Processing Systems 2018-December (January 1, 2018): 4690–4701.
  - Han, Q., J. Ding, E. M. Airoldi, and V. Tarokh. “SLANTS: Sequential Adaptive Nonlinear Modeling of Time Series.” Ieee Transactions on Signal Processing 65, no. 19 (October 1, 2017): 4994–5005. https://doi.org/10.1109/TSP.2017.2716898.
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  - Boyer, Remy, Behtash Babadi, Nicholas Kalouptsidis, and Vahid Tarokh. “Corrections to “Asymptotic Achievability of the Cramér–Rao Bound for Noisy Compressive Sampling” [Mar 09 1233-1236].” Ieee Transactions on Signal Processing 65, no. 18 (September 15, 2017): 4973–74. https://doi.org/10.1109/tsp.2017.2723352.
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  - Ding, J., Y. Xiang, L. Shen, and V. Tarokh. “Multiple Change Point Analysis: Fast Implementation and Strong Consistency.” Ieee Transactions on Signal Processing 65, no. 17 (September 1, 2017): 4495–4510. https://doi.org/10.1109/TSP.2017.2711558.
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  - Shahrampour, S., M. Noshad, and V. Tarokh. “On Sequential Elimination Algorithms for Best-Arm Identification in Multi-Armed Bandits.” Ieee Transactions on Signal Processing 65, no. 16 (August 15, 2017): 4281–92. https://doi.org/10.1109/TSP.2017.2706192.
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  - Shahrampour, S., and V. Tarokh. “Nonlinear sequential accepts and rejects for identification of top arms in stochastic bandits.” 55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017 2018-January (July 1, 2017): 228–35. https://doi.org/10.1109/ALLERTON.2017.8262742.
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  - Soloveychik, I., V. Tarokh, and J. A. Paulson. “On the spectral norms of pseudo-wigner and related matrices.” 55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017 2018-January (July 1, 2017): 61–66. https://doi.org/10.1109/ALLERTON.2017.8262719.
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  - Jeong, S., J. Kang, K. Pahlavan, and V. Tarokh. “Fundamental Limits of TOA/DOA and Inertial Measurement Unit-Based Wireless Capsule Endoscopy Hybrid Localization.” International Journal of Wireless Information Networks 24, no. 2 (June 1, 2017): 169–79. https://doi.org/10.1007/s10776-017-0342-7.
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  - Kurien, B. G., J. B. Ashcom, V. N. Shah, Y. Rachlin, and V. Tarokh. “Robust interferometric imaging via prior-less phase recovery: Redundant spacing calibration with generalized-closure phases.” Monthly Notices of the Royal Astronomical Society 464, no. 2 (January 11, 2017): 2356–76. https://doi.org/10.1093/mnras/stw2323.
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  - Beirami, A., M. Razaviyayn, S. Shahrampour, and V. Tarokh. “On optimal generalizability in parametric learning.” Advances in Neural Information Processing Systems 2017-December (January 1, 2017): 3456–66.
  - Shahrampour, Shahin, and Vahid Tarokh. “Nonlinear Sequential Accepts and Rejects for Identification of Top Arms in Stochastic Bandits.” Corr abs/1707.02649 (2017).
  - Soloveychik, Ilya, Yu Xiang, and Vahid Tarokh. “Pseudo-Wigner Matrices from Dual BCH Codes.” Corr abs/1701.05544 (2017).
  - Beirami, Ahmad, Meisam Razaviyayn, Shahin Shahrampour, and Vahid Tarokh. “On Optimal Generalizability in Parametric Learning.” Edited by I. Guyon, U. V. Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, and R. Garnett. Advances in Neural Information Processing Systems 30 (Nips 2017) 30 (January 1, 2017).
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  - Kurien, B. G., V. Tarokh, Y. Rachlin, V. N. Shah, and J. B. Ashcom. “Resolving phase ambiguities in the calibration of redundant interferometric arrays: Implications for array design.” Monthly Notices of the Royal Astronomical Society 461, no. 4 (October 1, 2016): 3585–97. https://doi.org/10.1093/mnras/stw1507.
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  - Ding, Jie, Mohammad Noshad, and Vahid Tarokh. “Complementary lattice arrays for coded aperture imaging.” Journal of the Optical Society of America. A, Optics, Image Science, and Vision 33, no. 5 (May 2016): 863–81. https://doi.org/10.1364/josaa.33.000863.
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  - Ding, J., A. Bouabdallah, and V. Tarokh. “Key Pre-Distributions From Graph-Based Block Designs.” Ieee Sensors Journal 16, no. 6 (March 15, 2016): 1842–50. https://doi.org/10.1109/JSEN.2015.2501429.
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  - Shahrampour, Shahin, Mohammad Noshad, and Vahid Tarokh. “On Sequential Elimination Algorithms for Best-Arm Identification in Multi-Armed Bandits.” Corr abs/1609.02606 (2016).
  - Pahlavan, K., Y. Geng, D. R. Cave, G. Bao, L. Ml, E. Agu, A. Karellas, K. Sayrafian, and V. Tarokh. “A novel cyber physical system for 3-D imaging of the small intestine in vivo.” Ieee Access 3 (December 11, 2015): 2730–42. https://doi.org/10.1109/ACCESS.2015.2508003.
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  - Nadimi, Esmaeil S., Victoria Blanes-Vidal, Jakob L. F. Harslund, Mohammad H. Ramezani, Jens Kjeldsen, Per Michael Johansen, David Thiel, and Vahid Tarokh. “In vivo and in situ measurement and modelling of intra-body effective complex permittivity.” Healthcare Technology Letters 2, no. 6 (December 2015): 135–40. https://doi.org/10.1049/htl.2015.0024.
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  - Babadi, Behtash, Nicholas Kalouptsidis, and Vahid Tarokh. “Comment on "Asymptotic Achievability of the Cramér-Rao Bound for Noisy Compressive Sampling",” September 14, 2015.
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  - Akçakaya, Mehmet, and Vahid Tarokh. “Sparse Signal Recovery from a Mixture of Linear and Magnitude-Only Measurements.” Ieee Signal Processing Letters 22, no. 9 (September 2015): 1220–23. https://doi.org/10.1109/lsp.2015.2393295.
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  - Deng, Zhun, Jie Ding, Mohammad Noshad, and Vahid Tarokh. “Capacity of Hexagonal Checkerboard Codes,” June 6, 2015.
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  - Ding, Jie, Mohammad Noshad, and Vahid Tarokh. “Data-Driven Learning of the Number of States in Multi-State Autoregressive Models.” Corr abs/1506.02107 (2015).
  - Akçakaya, Mehmet, Seunghoon Nam, Tamer A. Basha, Keigo Kawaji, Vahid Tarokh, and Reza Nezafat. “An augmented Lagrangian based compressed sensing reconstruction for non-Cartesian magnetic resonance imaging without gridding and regridding at every iteration.” Plos One 9, no. 9 (January 2014): e107107. https://doi.org/10.1371/journal.pone.0107107.
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  - Nadimi, Esmaeil S., Victoria Blanes-Vidal, Vahid Tarokh, and Per Michael Johansen. “Bayesian-based localization of wireless capsule endoscope using received signal strength.” Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference 2014 (January 2014): 5988–91. https://doi.org/10.1109/embc.2014.6944993.
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  - Nam, Seunghoon, Susie N. Hong, Mehmet Akçakaya, Yongjun Kwak, Beth Goddu, Kraig V. Kissinger, Warren J. Manning, Vahid Tarokh, and Reza Nezafat. “Compressed sensing reconstruction for undersampled breath-hold radial cine imaging with auxiliary free-breathing data.” Journal of Magnetic Resonance Imaging : Jmri 39, no. 1 (January 2014): 179–88. https://doi.org/10.1002/jmri.24098.
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  - Sabbaghian, M., A. I. Sulyman, and V. Tarokh. “Analysis of the impact of nonlinearity on the capacity of communication channels.” Ieee Transactions on Information Theory 59, no. 11 (November 4, 2013): 7671–83. https://doi.org/10.1109/TIT.2013.2274268.
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  - Akçakaya, Mehmet, and Vahid Tarokh. “New Conditions for Sparse Phase Retrieval,” October 4, 2013.
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  - Kwak, Yongjun, Seunghoon Nam, Mehmet Akçakaya, Tamer A. Basha, Beth Goddu, Warren J. Manning, Vahid Tarokh, and Reza Nezafat. “Accelerated aortic flow assessment with compressed sensing with and without use of the sparsity of the complex difference image.” Magnetic Resonance in Medicine 70, no. 3 (September 2013): 851–58. https://doi.org/10.1002/mrm.24514.
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  - Shin, W. Y., D. E. Lucani, M. Médard, M. Stojanovic, and V. Tarokh. “On the effects of frequency scaling over capacity scaling in underwater networks - Part I: Extended network model.” Wireless Personal Communications 71, no. 3 (August 1, 2013): 1683–1700. https://doi.org/10.1007/s11277-012-0904-z.
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  - Shin, W. Y., D. E. Lucani, M. Médard, M. Stojanovic, and V. Tarokh. “On the effects of frequency scaling over capacity scaling in underwater networks - Part II: Dense network model.” Wireless Personal Communications 71, no. 3 (August 1, 2013): 1701–19. https://doi.org/10.1007/s11277-012-0982-y.
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  - Ishibashi, K., W. Y. Shin, H. Ochiai, and V. Tarokh. “A peak power efficient cooperative diversity using star-QAM with coherent/noncoherent detection.” Ieee Transactions on Wireless Communications 12, no. 5 (April 1, 2013): 2137–47. https://doi.org/10.1109/TWC.2013.032013.120507.
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  - Cvetkovic, Z., V. Tarokh, and S. Yoon. “On frequency offset estimation for OFDM.” Ieee Transactions on Wireless Communications 12, no. 3 (February 8, 2013): 1062–72. https://doi.org/10.1109/TWC.2013.012413.120087.
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  - Babadi, B., and V. Tarokh. “Spectral distribution of product of pseudorandom matrices formed from binary block codes.” Ieee Transactions on Information Theory 59, no. 2 (January 24, 2013): 970–78. https://doi.org/10.1109/TIT.2012.2223812.
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  - Bechkit, W., Y. Challal, A. Bouabdallah, and V. Tarokh. “A highly scalable key pre-distribution scheme for wireless sensor networks.” Ieee Transactions on Wireless Communications 12, no. 2 (January 18, 2013): 948–59. https://doi.org/10.1109/TWC.2012.010413.120732.
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  - Larsson, P., B. Smida, T. Koike-Akino, and V. Tarokh. “Analysis of network coded HARQ for multiple unicast flows.” Ieee Transactions on Communications 61, no. 2 (January 14, 2013): 722–32. https://doi.org/10.1109/TCOMM.2012.121112.110202.
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  - Jalaleddini, K., K. Moezzi, A. G. Aghdam, M. Alasti, and V. Tarokh. “Rate assignment in wireless networks: Stability analysis and controller design.” Ieee Transactions on Control Systems Technology 21, no. 2 (January 1, 2013): 521–29. https://doi.org/10.1109/TCST.2011.2181975.
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  - Nam, Seunghoon, Mehmet Akçakaya, Tamer Basha, Christian Stehning, Warren J. Manning, Vahid Tarokh, and Reza Nezafat. “Compressed sensing reconstruction for whole-heart imaging with 3D radial trajectories: a graphics processing unit implementation.” Magnetic Resonance in Medicine 69, no. 1 (January 2013): 91–102. https://doi.org/10.1002/mrm.24234.
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  - Kim, S. J., U. K. Kwon, S. K. Yoon, and V. Tarokh. “Near field resonator isolation system: Theory to implementation.” Ieee Transactions on Circuits and Systems I: Regular Papers 60, no. 5 (January 1, 2013): 1175–87. https://doi.org/10.1109/TCSI.2013.2246252.
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  - Sulyman, A. I., Y. Al-Zahrani, S. Al-Dosari, V. Tarokh, S. Al-Shebeili, and A. Al-Sanie. “Two-stage constellation partition algorithm for reduced-complexity multiple-input multiple-output–maximum-likelihood detection systems.” Iet Communications 6, no. 18 (December 18, 2012): 3350–57. https://doi.org/10.1049/iet-com.2012.0173.
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  - Fan, P., E. Panayirci, P. Li, C. Wang, and V. Tarokh. “Guest editorial: Special issue on high mobility wireless communications.” Journal of Modern Transportation 20, no. 4 (December 1, 2012): 197–98. https://doi.org/10.3969/j.issn.2095-087X.2012.04.001.
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  - Nadimi, E. S., and V. Tarokh. “Bayesian source localization in networks with heterogeneous transmission medium.” Navigation, Journal of the Institute of Navigation 59, no. 3 (September 1, 2012): 163–75. https://doi.org/10.1002/navi.13.
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  - Chae, C. B., I. Hwang, R. W. Heath, and V. Tarokh. “Interference aware-coordinated beamforming in a multi-cell system.” Ieee Transactions on Wireless Communications 11, no. 10 (August 27, 2012): 3692–3703. https://doi.org/10.1109/TWC.2012.081312.112119.
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  - Cho, S., I. Hwang, V. Tarokh, and C. You. “A practical transmit beamforming strategy for closed-loop MIMO communication.” International Journal of Communication Systems 25, no. 8 (August 1, 2012): 1091–99. https://doi.org/10.1002/dac.1310.
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  - Mercier, H., V. Tarokh, and F. Labeau. “Bounds on the capacity of discrete memoryless channels corrupted by synchronization and substitution errors.” Ieee Transactions on Information Theory 58, no. 7 (June 25, 2012): 4306–30. https://doi.org/10.1109/TIT.2012.2191682.
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  - Babadi, Behtash, Scott M. McKinney, Vahid Tarokh, and Jeffrey M. Ellenbogen. “DiBa: a data-driven Bayesian algorithm for sleep spindle detection.” Ieee Transactions on Bio Medical Engineering 59, no. 2 (February 2012): 483–93. https://doi.org/10.1109/tbme.2011.2175225.
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  - Babadi, B., and V. Tarokh. “Distributed dynamic spectrum allocation for secondary users in a vertical spectrum sharing scenario.” Ieice Transactions on Communications E95-B, no. 4 (January 1, 2012): 1044–55. https://doi.org/10.1587/transcom.E95.B.1044.
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  - Moghari, Mehdi H., Mehmet Akçakaya, Alan O’Connor, Tamer A. Basha, Michele Casanova, Douglas Stanton, Lois Goepfert, et al. “Compressed-sensing motion compensation (CosMo): a joint prospective-retrospective respiratory navigator for coronary MRI.” Magnetic Resonance in Medicine 66, no. 6 (December 2011): 1674–81. https://doi.org/10.1002/mrm.22950.
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  - Sabbaghian, M., Y. Kwak, and V. Tarokh. “New codes from dual BCH codes with applications in Low PAPR OFDM.” Ieee Transactions on Wireless Communications 10, no. 12 (December 1, 2011): 3990–94. https://doi.org/10.1109/TWC.2011.100611.101388.
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  - Akçakaya, M., J. Park, and V. Tarokh. “A coding theory approach to noisy compressive sensing using low density frames.” Ieee Transactions on Signal Processing 59, no. 11 (November 1, 2011): 5369–79. https://doi.org/10.1109/TSP.2011.2163402.
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  - Bai, D., S. S. Ghassemzadeh, R. R. Miller, and V. Tarokh. “Beam selection gain versus antenna selection gain.” Ieee Transactions on Information Theory 57, no. 10 (October 1, 2011): 6603–18. https://doi.org/10.1109/TIT.2011.2165814.
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  - Kim, S. J., N. Devroye, P. Mitran, and V. Tarokh. “Achievable rate regions and performance comparison of half duplex bi-directional relaying protocols.” Ieee Transactions on Information Theory 57, no. 10 (October 1, 2011): 6405–18. https://doi.org/10.1109/TIT.2011.2165132.
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  - Akçakaya, Mehmet, Tamer A. Basha, Beth Goddu, Lois A. Goepfert, Kraig V. Kissinger, Vahid Tarokh, Warren J. Manning, and Reza Nezafat. “Low-dimensional-structure self-learning and thresholding: regularization beyond compressed sensing for MRI reconstruction.” Magnetic Resonance in Medicine 66, no. 3 (September 2011): 756–67. https://doi.org/10.1002/mrm.22841.
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  - Jeon, S. W., N. Devroye, M. Vu, S. Y. Chung, and V. Tarokh. “Cognitive networks achieve throughput scaling of a homogeneous network.” Ieee Transactions on Information Theory 57, no. 8 (August 1, 2011): 5103–15. https://doi.org/10.1109/TIT.2011.2158874.
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  - Kalouptsidis, N., G. Mileounis, B. Babadi, and V. Tarokh. “Adaptive algorithms for sparse system identification.” Signal Processing 91, no. 8 (August 1, 2011): 1910–19. https://doi.org/10.1016/j.sigpro.2011.02.013.
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  - Sabbaghian, M., Y. Kwak, B. Smida, and V. Tarokh. “Near shannon limit and low peak to average power ratio turbo block coded OFDM.” Ieee Transactions on Communications 59, no. 8 (August 1, 2011): 2042–45. https://doi.org/10.1109/TCOMM.2011.080111.090356.
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  - Shin, W. Y., S. W. Jeon, N. Devroye, M. H. Vu, S. Y. Chung, Y. H. Lee, and V. Tarokh. “Improved capacity scaling in wireless networks with infrastructure.” Ieee Transactions on Information Theory 57, no. 8 (August 1, 2011): 5088–5102. https://doi.org/10.1109/TIT.2011.2158881.
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  - Babadi, B., and V. Tarokh. “Spectral distribution of random matrices from binary linear block codes.” Ieee Transactions on Information Theory 57, no. 6 (June 1, 2011): 3955–62. https://doi.org/10.1109/TIT.2011.2137330.
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  - Akçakaya, Mehmet, Peng Hu, Michael L. Chuang, Thomas H. Hauser, Long H. Ngo, Warren J. Manning, Vahid Tarokh, and Reza Nezafat. “Accelerated noncontrast-enhanced pulmonary vein MRA with distributed compressed sensing.” Journal of Magnetic Resonance Imaging : Jmri 33, no. 5 (May 2011): 1248–55. https://doi.org/10.1002/jmri.22559.
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  - Akçakaya, Mehmet, Seunghoon Nam, Peng Hu, Mehdi H. Moghari, Long H. Ngo, Vahid Tarokh, Warren J. Manning, and Reza Nezafat. “Compressed sensing with wavelet domain dependencies for coronary MRI: a retrospective study.” Ieee Transactions on Medical Imaging 30, no. 5 (May 2011): 1090–99. https://doi.org/10.1109/tmi.2010.2089519.
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  - Smida, B., G. P. Efthymoglou, S. S. Ghassemzadeh, and V. Tarokh. “On effects of antenna pointing accuracy for on-the-move satellite networks.” Ieee Transactions on Vehicular Technology 60, no. 4 (May 1, 2011): 1677–86. https://doi.org/10.1109/TVT.2011.2128356.
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  - Shin, Won-Yong, Daniel E. Lucani, Muriel Medard, Milica Stojanovic, and Vahid Tarokh. “On the Order Optimality of Large-scale Underwater Networks,” March 1, 2011.
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  - Jia, P., M. Vu, T. Le-Ngoc, S. C. Hong, and V. Tarokh. “Capacity- and Bayesian-based cognitive sensing with location side information.” Ieee Journal on Selected Areas in Communications 29, no. 2 (February 1, 2011): 276–89. https://doi.org/10.1109/JSAC.2011.110202.
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  - Smida, B., and V. Tarokh. “Analysis of interference in air-to-ground CDMA cellular systems under idealized assumptions.” Ieee Transactions on Communications 59, no. 1 (January 1, 2011): 258–67. https://doi.org/10.1109/TCOMM.2010.110310.080484.
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  - Babadi, B., and V. Tarokh. “GADIA: A greedy asynchronous distributed interference avoidance algorithm.” Ieee Transactions on Information Theory 56, no. 12 (December 1, 2010): 6228–52. https://doi.org/10.1109/TIT.2010.2081090.
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  - Babadi, B., N. Kalouptsidis, and V. Tarokh. “SPARLS: The sparse RLS algorithm.” Ieee Transactions on Signal Processing 58, no. 8 (August 1, 2010): 4013–25. https://doi.org/10.1109/TSP.2010.2048103.
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  - Babadi, Behtash, Nicholas Kalouptsidis, and Vahid Tarokh. “SPARLS: The Sparse RLS Algorithm.” Ieee Transactions on Signal Processing 58, no. 8 (August 1, 2010): 4013–25. https://doi.org/10.1109/TSP.2010.2048103.
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  - Mileounis, G., B. Babadi, N. Kalouptsidis, and V. Tarokh. “An adaptive greedy algorithm with application to nonlinear communications.” Ieee Transactions on Signal Processing 58, no. 6 (June 1, 2010): 2998–3007. https://doi.org/10.1109/TSP.2010.2044841.
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  - Shin, Won-Yong, Daniel E. Lucani, Muriel Medard, Milica Stojanovic, and Vahid Tarokh. “On Capacity Scaling of Underwater Networks: An Information-Theoretic Perspective,” May 5, 2010.
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  - Mercier, H., V. K. Bhargava, and V. Tarokh. “A survey of error-correcting codes for channels with symbol synchronization errors.” Ieee Communications Surveys and Tutorials 12, no. 1 (March 1, 2010): 87–96. https://doi.org/10.1109/SURV.2010.020110.00079.
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  - Zhao, H., P. Fan, and V. Tarokh. “On the equivalence of interleavers for turbo codes using quadratic permutation polynomials over integer rings.” Ieee Communications Letters 14, no. 3 (March 1, 2010): 236–38. https://doi.org/10.1109/LCOMM.2010.03.091695.
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  - Akçakaya, M., and V. Tarokh. “Shannon-theoretic limits on noisy compressive sampling.” Ieee Transactions on Information Theory 56, no. 1 (January 1, 2010): 492–504. https://doi.org/10.1109/TIT.2009.2034796.
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  - Yiu, S., M. Vu, and V. Tarokh. “Interference and noise reduction by beamforming in cognitive networks.” Ieee Transactions on Communications 57, no. 10 (November 6, 2009): 3144–53. https://doi.org/10.1109/TCOMM.2009.10.080501.
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  - Bai, D., P. Mitran, S. S. Ghassemzadeh, R. R. Miller, and V. Tarokh. “Rate of channel hardening of antenna selection diversity schemes and its implication on scheduling.” Ieee Transactions on Information Theory 55, no. 10 (October 8, 2009): 4353–65. https://doi.org/10.1109/TIT.2009.2027529.
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  - Koike-Akino, T., N. Devroye, and V. Tarokh. “Frequency-domain bit-flipping equalizer for wideband MIMO channels.” Ieee Transactions on Wireless Communications 8, no. 10 (October 1, 2009): 4969–73. https://doi.org/10.1109/TWC.2009.081644.
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  - Feng, L., P. Fan, L. Hao, K. K. Loo, and V. Tarokh. “A new construction of signature waveforms for multi-rate multi-cell QS-CDMA systems.” Wireless Personal Communications 50, no. 4 (September 1, 2009): 493–507. https://doi.org/10.1007/s11277-008-9620-0.
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  - You, C., I. Hwang, Y. Kim, and V. Tarokh. “Dual antenna selection algorithms and feedback strategies with reduced complexity for multiple-input multiple-output systems.” Iet Microwaves, Antennas and Propagation 3, no. 6 (August 24, 2009): 906–16. https://doi.org/10.1049/iet-map.2008.0144.
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  - Sharif, M., V. Tarokh, and B. Hassibi. “Peak power reduction of OFDM signals with sign adjustment.” Ieee Transactions on Communications 57, no. 7 (August 12, 2009): 2160–66. https://doi.org/10.1109/TCOMM.2009.07.080012.
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  - Vu, M., and V. Tarokh. “Scaling laws of single-hop cognitive networks.” Ieee Transactions on Wireless Communications 8, no. 8 (August 1, 2009): 4089–97. https://doi.org/10.1109/TWC.2009.080453.
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  - Vu, M., N. Devroye, and V. Tarokh. “On the primary exclusive region of cognitive networks.” Ieee Transactions on Wireless Communications 8, no. 7 (July 1, 2009): 3380–85. https://doi.org/10.1109/TWC.2009.080454.
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  - Koike-Akino, T., P. Popovski, and V. Tarokh. “Optimized constellations for two-way wireless relaying with physical network coding.” Ieee Journal on Selected Areas in Communications 27, no. 5 (June 1, 2009): 773–87. https://doi.org/10.1109/JSAC.2009.090617.
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  - Hwang, I., C. You, Y. Kim, and V. Tarokh. “Downlink transmission rate-control strategies for closed-loop multiple-input multiple-output systems.” Iet Communications 3, no. 4 (April 20, 2009): 620–29. https://doi.org/10.1049/iet-com.2008.0456.
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  - Akçakaya, Mehmet, Jinsoo Park, and Vahid Tarokh. “Compressive Sensing Using Low Density Frames,” March 3, 2009.
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  - Babadi, Behtash, Nicholas Kalouptsidis, and Vahid Tarokh. “SPARLS: A Low Complexity Recursive $\mathcal{L}_1$-Regularized Least Squares Algorithm,” January 6, 2009.
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  - Babadi, B., N. Kalouptsidis, and V. Tarokh. “Asymptotic achievability of the Cramér-Rao bound for noisy compressive sampling.” Ieee Transactions on Signal Processing 57, no. 3 (January 1, 2009): 1233–36. https://doi.org/10.1109/TSP.2008.2010379.
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  - Bai, Dongwoon, Saeed S. Ghassemzadeh, Robert R. Miller, and Vahid Tarokh. “Beam Selection Gain Versus Antenna Selection Gain.” Corr abs/0902.0966 (2009).
  - Kim, S. J., N. Devroye, and V. Tarokh. “Bi-directional half-duplex relaying protocols.” Journal of Communications and Networks 11, no. 5 (January 1, 2009): 433–44. https://doi.org/10.1109/JCN.2009.6388387.
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  - Kim, S. J., P. Mitran, and V. Tarokh. “Performance bounds for bidirectional coded cooperation protocols.” Ieee Transactions on Information Theory 54, no. 11 (November 10, 2008): 5235–41. https://doi.org/10.1109/TIT.2008.929913.
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  - Kim, Sang Joon, Natasha Devroye, and Vahid Tarokh. “Bi-directional half-duplex protocols with multiple relays,” October 7, 2008.
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  - Kim, Sang Joon, Natasha Devroye, Patrick Mitran, and Vahid Tarokh. “Achievable rate regions for bi-directional relaying,” August 7, 2008.
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  - Parker, P. A., P. Mitran, D. W. Bliss, and V. Tarokh. “On bounds and algorithms for frequency synchronization for collaborative communication systems.” Ieee Transactions on Signal Processing 56, no. 8 I (August 1, 2008): 3742–52. https://doi.org/10.1109/TSP.2008.924799.
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  - Akçakaya, M., and V. Tarokh. “A frame construction and a universal distortion bound for sparse representations.” Ieee Transactions on Signal Processing 56, no. 6 (June 1, 2008): 2443–50. https://doi.org/10.1109/TSP.2007.914344.
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  - Vu, M., N. Devroye, and V. Tarokh. “An overview of scaling laws in ad hoc and cognitive radio networks.” Wireless Personal Communications 45, no. 3 (May 1, 2008): 343–54. https://doi.org/10.1007/s11277-008-9479-0.
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  - Devroye, N., M. Vu, and V. Tarokh. “Achievable rates and scaling laws for cognitive radio channels.” Eurasip Journal on Wireless Communications and Networking 2008 (February 5, 2008). https://doi.org/10.1155/2008/896246.
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  - Swami, A., R. A. Berry, A. M. Sayeed, V. Tarokh, and Q. Zhao. “Introduction to the issue on signal processing and networking for dynamic spectrum access.” Ieee Journal on Selected Topics in Signal Processing 2, no. 1 (February 1, 2008): 1–3. https://doi.org/10.1109/JSTSP.2008.917511.
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  - Devroye, N., M. Vu, and V. Tarokh. “Cognitive radio networks: Highlights of information theoretic limits, models, and design.” Ieee Signal Processing Magazine 25, no. 6 (January 1, 2008): 12–23. https://doi.org/10.1109/MSP.2008.929286.
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  - Hwang, I., C. You, D. Kim, Y. Kim, and V. Tarokh. “A broadcast scheme for MIMO systems with channel state information at the transmitter.” Ieice Transactions on Communications E91-B, no. 2 (January 1, 2008): 613–17. https://doi.org/10.1093/ietcom/e91-b.2.613.
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  - Shin, O. S., H. T. Kung, and V. Tarokh. “Construction of block orthogonal Golay sequences and application to channel estimation of mimo-ofdm systems.” Ieee Transactions on Communications 56, no. 1 (January 1, 2008): 27–31. https://doi.org/10.1109/TCOMM.2008.050492.
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  - Vu, M., N. Devroye, M. Sharif, and V. Tarokh. “Scaling laws of cognitive networks.” Proceedings of the 2nd International Conference on Cognitive Radio Oriented Wireless Networks and Communications, Crowncom, December 1, 2007, 2–8. https://doi.org/10.1109/CROWNCOM.2007.4549764.
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  - Babadi, Behtash, and Vahid Tarokh. “A Distributed Dynamic Frequency Allocation Algorithm,” November 20, 2007.
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  - Sang, J. K., P. Mitran, and V. Tarokh. “Performance bounds for Bi-directional coded cooperation protocols.” Proceedings International Conference on Distributed Computing Systems, November 15, 2007. https://doi.org/10.1109/ICDCSW.2007.109.
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  - Akçakaya, M., and V. Tarokh. “Performance of sparse representation algorithms using randomly generated frames.” Ieee Signal Processing Letters 14, no. 11 (November 1, 2007): 777–80. https://doi.org/10.1109/LSP.2007.901683.
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  - Devroye, Natasha, and Vahid Tarokh. “On the Degrees of Freedom in Cognitive Radio Channels,” July 12, 2007.
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  - Shin, O. S., A. M. Chan, H. T. Kung, and V. Tarokh. “Design of an OFDM cooperative space-time diversity system.” Ieee Transactions on Vehicular Technology 56, no. 4 II (July 1, 2007): 2203–15. https://doi.org/10.1109/TVT.2007.897642.
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  - Yim, R., O. S. Shin, and V. Tarokh. “Reverse-link rate control algorithms with fairness guarantees for CDMA systems.” Ieee Transactions on Wireless Communications 6, no. 4 (April 1, 2007): 1386–97. https://doi.org/10.1109/TWC.2007.348335.
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  - Akçakaya, Mehmet, and Vahid Tarokh. “Performance Bounds on Sparse Representations Using Redundant Frames,” March 9, 2007.
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  - Babadi, Behtash, and Vahid Tarokh. “A Distributed Dynamic Frequency Allocation Algorithm For Ad Hoc Networks.” Corr abs/0711.3247 (2007).
  - Bai, Dongwoon, Patrick Mitran, Saeed S. Ghassemzadeh, Robert R. Miller, and Vahid Tarokh. “Rate of Channel Hardening of Antenna Selection Diversity Schemes and Its Implication on Scheduling.” Corr abs/cs/0703022 (2007).
  - Greenstein, L. J., S. S. Ghassemzadeh, S. C. Hong, and V. Tarokh. “Comparison study of UWB indoor channel models.” Ieee Transactions on Wireless Communications 6, no. 1 (January 1, 2007): 128–35. https://doi.org/10.1109/TWC.2007.04691.
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  - Tarokh, V., S. M. Alamouti, V. Koivunen, and K. H. Kim. “MIMO-OFDM and its application.” Journal of Communications and Networks 9, no. 2 (January 1, 2007): 109. https://doi.org/10.1109/JCN.2007.6182828.
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  - Rosenblum, M., C. Caramanis, M. X. Goemans, and V. Tarokh. “Approximating fluid schedules in crossbar packet-switches and Banyan networks.” Ieee/Acm Transactions on Networking 14, no. 6 (December 1, 2006): 1374–86. https://doi.org/10.1109/TNET.2006.886320.
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  - Ochiai, H., P. Mitran, and V. Tarokh. “Variable-rate two-phase collaborative communication protocols for wireless networks.” Ieee Transactions on Information Theory 52, no. 9 (September 1, 2006): 4299–4313. https://doi.org/10.1109/TIT.2006.880055.
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  - Devroye, N., P. Mitran, and V. Tarokh. “Limits on communications in a cognitive radio channel.” Ieee Communications Magazine 44, no. 6 (June 1, 2006): 44–49. https://doi.org/10.1109/MCOM.2006.1668418.
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  - Devroye, N., P. Mitran, and V. Tarokh. “Achievable rates in cognitive radio channels.” Ieee Transactions on Information Theory 52, no. 5 (May 1, 2006): 1813–27. https://doi.org/10.1109/TIT.2006.872971.
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  - Mitran, P., N. Devroye, and V. Tarokh. “On compound channels with side information at the transmitter.” Ieee Transactions on Information Theory 52, no. 4 (April 1, 2006): 1745–55. https://doi.org/10.1109/TIT.2006.871044.
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  - Kim, I. M., S. S. Ghassemzadeh, and V. Tarokh. “Optimized nonuniform PSK for multiclass traffic and its application to space-time block codes.” Ieee Transactions on Communications 54, no. 2 (February 1, 2006): 364–73. https://doi.org/10.1109/TCOMM.2005.863725.
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  - Choi, Y. S., S. M. Alamouti, and V. Tarokh. “Complementary beamforming: New approaches.” Ieee Transactions on Communications 54, no. 1 (January 1, 2006): 41–50. https://doi.org/10.1109/TCOMM.2005.861674.
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  - Rosenblum, Michael, Constantine Caramanis, Michel X. Goemans, and Vahid Tarokh. “Approximating fluid schedules in crossbar packet-switches and Banyan networks.” Ieee/Acm Trans. Netw. 14 (2006): 1374–87. https://doi.org/10.1145/1217706.
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  - Kim, I. M., S. C. Hong, S. S. Ghassemzadeh, and V. Tarokh. “Opportunistic beamforming based on multiple weighting vectors.” Ieee Transactions on Wireless Communications 4, no. 6 (November 1, 2005): 2683–87. https://doi.org/10.1109/TWC.2005.857999.
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  - Ochiai, H., P. Mitran, H. V. Poor, and V. Tarokh. “Collaborative beamforming for distributed wireless ad hoc sensor networks.” Ieee Transactions on Signal Processing 53, no. 11 (November 1, 2005): 4110–24. https://doi.org/10.1109/TSP.2005.857028.
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  - Ghassemzadeh, S. S., L. J. Greenstein, T. Sveinsson, A. Kavčić, and V. Tarokh. “UWB delay profile models for residential and commercial indoor environments.” Ieee Transactions on Vehicular Technology 54, no. 4 (July 1, 2005): 1235–44. https://doi.org/10.1109/TVT.2005.851379.
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  - Mitran, P., H. Ochiai, and V. Tarokh. “Space-time diversity enhancements using collaborative communications.” Ieee Transactions on Information Theory 51, no. 6 (June 1, 2005): 2041–57. https://doi.org/10.1109/TIT.2005.847731.
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  - Ghassemzadeh, S. S., R. Jana, C. W. Rice, W. Turin, and V. Tarokh. “Measurement and modeling of an ultra-wide bandwidth indoor channel.” Ieee Transactions on Communications 52, no. 10 (October 1, 2004): 1786–96. https://doi.org/10.1109/TCOMM.2003.820755.
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  - Hochwald, B. M., T. L. Marzetta, and V. Tarokh. “Multiple-antenna channel hardening and its implications for rate feedback and scheduling.” Ieee Transactions on Information Theory 50, no. 9 (September 1, 2004): 1893–1909. https://doi.org/10.1109/TIT.2004.833345.
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  - Chong, C. V., R. Venkataramani, and V. Tarokh. “Erratum: A new construction of 16-QAM Golay complementary sequences (IEEE Trans. Informa. Theory (2003) 49, (2953-2959)).” Ieee Transactions on Information Theory 50, no. 6 (June 1, 2004): 1374. https://doi.org/10.1109/TIT.2004.828158.
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  - Chong, C. V., R. Venkataramani, and V. Tarokh. “A New Construction of 16-QAM Golay Complementary Sequences.” Ieee Transactions on Information Theory 49, no. 11 (November 1, 2003): 2953–59. https://doi.org/10.1109/TIT.2003.818418.
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  - Hwang, C. S., S. H. Nam, J. Chung, and V. Tarokh. “Differential space time block codes using nonconstant modulus constellations.” Ieee Transactions on Signal Processing 51, no. 11 (November 1, 2003): 2955–64. https://doi.org/10.1109/TSP.2003.818157.
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  - Biglieri, Ezio, Vahid Tarokh, and Marvin K. Simon. “Special issue on coding and signal processing for MIMO system.” Journal of Communications and Networks 5, no. 2 (June 2003): 93–95. https://doi.org/10.1109/jcn.2003.6596571.
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  - Kim, I. M., and V. Tarokh. “Variable-rate space-time block codes in M-ary PSK systems.” Ieee Journal on Selected Areas in Communications 21, no. 3 (April 1, 2003): 362–73. https://doi.org/10.1109/JSAC.2003.809697.
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  - Sotiriadis, P. P., V. Tarokh, and A. P. Chandrakasan. “Energy reduction in VLSI computation modules: An information-theoretic approach.” Ieee Transactions on Information Theory 49, no. 4 (April 1, 2003): 790–808. https://doi.org/10.1109/TIT.2003.809601.
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  - Ghassemzadeh, S. S., L. J. Greenstein, A. Kavčić, T. Sveinsson, and V. Tarokh. “An empirical indoor path loss model for ultra-wideband channels.” Journal of Communications and Networks 5, no. 4 (January 1, 2003): 303–7. https://doi.org/10.1109/jcn.2003.6596612.
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  - Tarokh, V., A. Naguib, N. Seshadri, and A. R. Calderbank. “Erratum: Space-time codes for high data rate wireless communications: Performance criteria in the presence of channel estimation errors, mobility, and multiple paths (IEEE Trans. Commun. (1999) 47, (199-207)).” Ieee Transactions on Communications 51, no. 12 (January 1, 2003): 2141. https://doi.org/10.1109/TCOMM.2003.822179.
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  - Tarokh, V., and I. M. Kim. “Existence and construction of noncoherent unitary space-time codes.” Ieee Transactions on Information Theory 48, no. 12 (December 1, 2002): 3112–17. https://doi.org/10.1109/TIT.2002.805075.
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  - Slock, Dirk, Vahid Tarokh, and Xiang-Gen Xia. “Editorial.” Eurasip Journal on Advances in Signal Processing 2002, no. 3 (December 2002). https://doi.org/10.1155/s1110865702001968.
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  - Slock, D., V. Tarokh, and X. G. Xia. “Editorial.” Eurasip Journal on Applied Signal Processing 2002, no. 5 (May 1, 2002): 445–46. https://doi.org/10.1155/S1110865702001920.
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  - Slock, D., V. Tarokh, and N. G. Xia. “Applied Signal Processing: Editorial.” Eurasip Journal on Applied Signal Processing, no. 3 (March 1, 2002): 209–10.
  - Haas, S. M., J. H. Shapiro, and V. Tarokh. “Space-time codes for wireless optical communications.” Eurasip Journal on Applied Signal Processing, no. 3 (January 1, 2002): 211–20. https://doi.org/10.1155/s1110865702000604.
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  - Chong, C. V., and V. Tarokh. “A simple encodable/decodable OFDM QPSK code with low peak-to-mean envelope power ratio.” Ieee Transactions on Information Theory 47, no. 7 (November 1, 2001): 3025–29. https://doi.org/10.1109/18.959282.
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  - Jafarkhani, H., and V. Tarokh. “Multiple transmit antenna differential detection from generalized orthogonal designs.” Ieee Transactions on Information Theory 47, no. 6 (September 1, 2001): 2626–31. https://doi.org/10.1109/18.945280.
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  - Haas, S. M., J. H. Shapiro, and V. Tarokh. “Space-time codes for wireless optical channels.” Ieee International Symposium on Information Theory Proceedings, January 1, 2001, 244. https://doi.org/10.1109/ISIT.2001.936107.
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  - Rößing, C., and V. Tarokh. “A construction of OFDM 16-QAM sequences having low peak powers.” Ieee Transactions on Information Theory 47, no. 5 (January 1, 2001): 2091–94. https://doi.org/10.1109/18.930949.
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  - Paterson, K. G., and V. Tarokh. “On the existence and construction of good codes with low peak-to-average power ratios.” Ieee Transactions on Information Theory 46, no. 6 (September 1, 2000): 1974–87. https://doi.org/10.1109/18.868473.
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  - Tarokh, V., and H. Jafarkhani. “Differential detection scheme for transmit diversity.” Ieee Journal on Selected Areas in Communications 18, no. 7 (July 1, 2000): 1169–74. https://doi.org/10.1109/49.857917.
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  - Tarokh, V., and H. Jafarkhani. “On the computation and reduction of the peak-to-average power ratio in multicarrier communications.” Ieee Transactions on Communications 48, no. 1 (January 1, 2000): 37–44. https://doi.org/10.1109/26.818871.
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  - Tarokh, V., H. Jafarkhani, and A. R. Calderbank. “Correction to "Space-time block codes from orthogonal designs".” Ieee Transactions on Information Theory 46, no. 1 (January 2000): 314–314. https://doi.org/10.1109/tit.2000.1282193.
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  - Jafarkhani, H., and V. Tarokh. “Design of successively refinable trellis-coded quantizers.” Ieee Transactions on Information Theory 45, no. 5 (December 1, 1999): 1490–97. https://doi.org/10.1109/18.771148.
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  - Jafarkhani, H., and V. Tarokh. “Multiple description trellis-coded quantization.” Ieee Transactions on Communications 47, no. 6 (December 1, 1999): 799–802. https://doi.org/10.1109/26.771331.
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  - Tarokh, V., A. Vardy, and K. Zeger. “Universal bound on the performance of lattice codes.” Ieee Transactions on Information Theory 45, no. 2 (December 1, 1999): 670–81. https://doi.org/10.1109/18.749010.
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  - Paterson, K. G., and V. Tarokh. “On the existence and construction of good codes with low peak-to-average power ratios.” Hp Laboratories Technical Report, no. 51 (April 1, 1999).
  - Tarokh, V., H. Jafarkhani, and A. R. Calderbank. “Space-time block coding for wireless communications: Performance results.” Ieee Journal on Selected Areas in Communications 17, no. 3 (March 1, 1999): 451–60. https://doi.org/10.1109/49.753730.
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  - Tarokh, V. “Space-time codes for high data rate wireless communication: performance criteria in the presence of channel estimation errors, mobility, and multiple paths.” Ieee Transactions on Communications 47, no. 2 (January 1, 1999): 199–207. https://doi.org/10.1109/26.752125.
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  - Tarokh, V., H. Jafarkhani, and A. R. Calderbank. “Space-time block codes from orthogonal designs.” Ieee Transactions on Information Theory 45, no. 5 (January 1, 1999): 1456–67. https://doi.org/10.1109/18.771146.
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  - Tarokh, V., and A. Naguib. “Combined array processing and space-time coding.” Ieee Transactions on Information Theory 45, no. 4 (January 1, 1999): 1121–28. https://doi.org/10.1109/18.761255.
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  - Tarokh, V., A. Naguib, N. Seshadri, and A. R. Calderbank. “Recent progress in space-time block and trellis coding.” Ieee International Symposium on Information Theory Proceedings, December 1, 1998, 314. https://doi.org/10.1109/ISIT.1998.708919.
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  - Tarokh, V., N. Seshadri, and A. R. Calderbank. “Space-time codes for high data rate wireless communication: Performance criterion and code construction.” Ieee Transactions on Information Theory 44, no. 2 (December 1, 1998): 744–65. https://doi.org/10.1109/18.661517.
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  - Naguib, A. F., V. Tarokh, N. Seshadri, and A. R. Calderbank. “A space-time coding modem for high-data-rate wireless communications.” Ieee Journal on Selected Areas in Communications 16, no. 8 (October 1, 1998): 1459–77. https://doi.org/10.1109/49.730454.
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  - Tarokh, V., and T. K. Y. Lo. “Principal ratio combining for fixed wireles applications when transmitter diversity is employed.” Ieee Communications Letters 2, no. 8 (August 1, 1998): 223–25. https://doi.org/10.1109/4234.709438.
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  - Calderbank, A. R., N. Seshadri, and V. Tarokh. “Space-time codes for wireless communication.” Ieee International Symposium on Information Theory Proceedings, December 1, 1997, 146. https://doi.org/10.1109/ISIT.1997.613061.
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  - Linder, T., V. Tarokh, and K. Zeger. “Existence of optimal prefix codes for infinite source alphabets.” Ieee Transactions on Information Theory 43, no. 6 (December 1, 1997): 2026–28. https://doi.org/10.1109/18.641571.
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  - Tarokh, V., A. Naguib, N. Seshadri, and A. R. Calderbank. “Low-rate multi-dimensional space-time codes for both slow and rapid fading channels.” Ieee International Symposium on Personal, Indoor and Mobile Radio Communications, Pimrc 3 (December 1, 1997): 1206–10.
  - Tarokh, V., and A. Vardy. “Upper bounds on trellis complexity of lattices.” Ieee Transactions on Information Theory 43, no. 4 (December 1, 1997): 1294–1300. https://doi.org/10.1109/18.605598.
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  - Seshadri, N., V. Tarokh, and A. R. Calderbank. “Space-time codes for wireless communication: Code construction.” Ieee Vehicular Technology Conference 2 (January 1, 1997): 637–41.
  - Tarokh, V., A. F. Naguib, N. Seshadri, and A. R. Calderbank. “Space-time codes for high data rate wireless communication: Mismatch analysis.” Ieee International Conference on Communications 1 (January 1, 1997): 309–13.
  - Tarokh, V., N. Seshadri, and A. R. Calderbank. “Space-time codes for high data rate wireless communication: Performance criteria.” Ieee International Conference on Communications 1 (January 1, 1997): 299–303.
  - Tarokh, V., and L. F. Blake. “Trellis complexity versus the coding gain of lattices I.” Ieee Transactions on Information Theory 42, no. 6 PART 1 (December 1, 1996): 1796–1807. https://doi.org/10.1109/18.556675.
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  - Tarokh, V., and L. F. Blake. “Trellis complexity versus the coding gain of lattices II.” Ieee Transactions on Information Theory 42, no. 6 PART 1 (December 1, 1996): 1808–16. https://doi.org/10.1109/18.556676.
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  - Blake, I. F., and V. Tarokh. “On the trellis complexity of the densest lattice packings in ℝⁿ.” Siam Journal on Discrete Mathematics 9, no. 4 (January 1, 1996): 597–601. https://doi.org/10.1137/S0895480195283348.
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  - Britten, Daniel, Frank Lemire, and Vahid Tarokh. “A Constraint on the Existence of Simple Torsion-Free Lie Modules.” Proceedings of the American Mathematical Society 123, no. 8 (August 1995): 2315–2315. https://doi.org/10.2307/2161254.
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  - Britten, D., F. Lemire, and V. Tarokh. “A constraint on the existence of simple torsion-free lie modules.” Proceedings of the American Mathematical Society 123, no. 8 (January 1, 1995): 2315–21. https://doi.org/10.1090/S0002-9939-1995-1246518-1.
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- Book Sections
  - Babadi, B., D. Bein, B. B. Madan, S. Phoha, V. Tarokh, and Y. Wen. “Improving Target Localization and Tracking by Dynamically Prioritized Frequency Band Allocation for Wireless Sensor Networks in Urban Environments.” In Distributed Sensor Networks: Second Edition: Sensor Networking and Applications, 499–514, 2016. https://doi.org/10.1201/b12988-28.
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  - Saligheh, H., J. Kang, J. Chung, and V. Tarokh. “Analog Transmission.” In Handbook of Computer Networks, 1:102–14, 2011. https://doi.org/10.1002/9781118256053.ch8.
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  - Ochiai, H., P. Mitran, H. V. Poor, and V. Tarokh. “Random array theory and collaborative beamforming.” In Handbook on Advancements in Smart Antenna Technologies for Wireless Networks, 94–106, 2008. https://doi.org/10.4018/978-1-59904-988-5.ch005.
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  - Devroye, N., P. Mitran, M. Sharif, S. Ghassemzadeh, and V. Tarokh. “Information theoretic analysis of cognitive radio systems.” In Cognitive Wireless Communication Networks, 45–78, 2007. https://doi.org/10.1007/978-0-387-68832-9_2.
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  - Devroye, N., and V. Tarokh. “Fundamental limits of cognitive radio networks.” In Cognitive Wireless Networks: Concepts, Methodologies and Visions Inspiring the Age of Enlightenment of Wireless Communications, 327–51, 2007. https://doi.org/10.1007/978-1-4020-5979-7_17.
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  - Shin, O. S., N. Devroye, P. Mitran, H. Ochiai, S. S. Ghassemzadeh, H. T. Kung, and V. Tarokh. “Cooperation, competition and cognition in wireless networks: From theory to implementation.” In Cooperation in Wireless Networks: Principles and Applications: Real Egoistic Behavior Is to Cooperate!, 69–100, 2006. https://doi.org/10.1007/1-4020-4711-8_3.
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- Journal Issues
  - Farhadi, Hamed, Yu Xiang, Seongah Jeong, Xiang Li, Ning Guo, Jorge Sepulcre, Vahid Tarokh, and Quanzheng Li. “Inferring the causality network of Abeta and Tau accumulation in the aging brain: a statistical inference approach.” Journal of Nuclear Medicine. SOC NUCLEAR MEDICINE INC, May 1, 2017.
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- Scholarly Editions
  - Ding, J., V. Tarokh, and Y. Yang. “Bridging AIC and BIC: A New Criterion for Autoregression,” June 1, 2018. https://doi.org/10.1109/TIT.2017.2717599.
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- Conference Papers
  - Venkatasubramanian, Shyam, Chayut Wongkamthong, Mohammadreza Soltani, Bosung Kang, Sandeep Gogineni, Ali Pezeshki, Muralidhar Rangaswamy, and Vahid Tarokh. “Toward Data-Driven STAP Radar.” In 2022 Ieee Radar Conference (Radarconf22). IEEE, 2022. https://doi.org/10.1109/radarconf2248738.2022.9764354.
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  - Dong, J., S. Wu, M. Soltani, and V. Tarokh. “Multi-Agent Adversarial Attacks for Multi-Channel Communications.” In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, Aamas, 3:1580–82, 2022.
  - Huo, Q., Y. Shi, C. Liu, V. Tarokh, and S. Ferrari. “Online Action Change Detection for Automatic Vision-based Ground Control of Aircraft.” In Aiaa Science and Technology Forum and Exposition, Aiaa Scitech Forum 2022, 2022. https://doi.org/10.2514/6.2022-2031.
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  - Kojima, S., Y. Feng, K. Maruta, K. Ootsu, T. Yokota, C. J. Ahn, and V. Tarokh. “Towards Deep Learning-Guided Multiuser SNR and Doppler Shift Detection for Next-Generation Wireless Systems.” In Ieee Vehicular Technology Conference, Vol. 2022-June, 2022. https://doi.org/10.1109/VTC2022-Spring54318.2022.9860990.
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  - Momenifar, M., E. Diao, V. Tarokh, and A. D. Bragg. “A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent Flow.” In Data Compression Conference Proceedings, 2022-March:312–21, 2022. https://doi.org/10.1109/DCC52660.2022.00039.
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  - Soltani, M., S. Wu, Y. Li, J. Ding, and V. Tarokh. “On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections.” In Data Compression Conference Proceedings, 2022-March:482, 2022. https://doi.org/10.1109/DCC52660.2022.00093.
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  - Feng, Y., C. Wongkamthong, M. Soltani, Y. Ng, S. Gogineni, B. Kang, A. Pezeshki, R. Calderbank, M. Rangaswamy, and V. Tarokh. “Knowledge-Aided Data-Driven Radar Clutter Representation.” In Ieee National Radar Conference Proceedings, Vol. 2021-May, 2021. https://doi.org/10.1109/RadarConf2147009.2021.9455318.
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  - Soltani, M., S. Wu, Y. Li, R. Ravier, J. Ding, and V. Tarokh. “Compressing Deep Networks Using Fisher Score of Feature Maps.” In Data Compression Conference Proceedings, 2021-March:371, 2021. https://doi.org/10.1109/DCC50243.2021.00083.
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  - Elkhalil, Khalil, Ali Hasan, Jie Ding, Sina Farsiu, and Vahid Tarokh. “Fisher Auto-Encoders.” In Aistats, edited by Arindam Banerjee and Kenji Fukumizu, 130:352–60. PMLR, 2021.
  - Yang, H., D. Jing, V. Tarokh, G. Bewley, and S. Ferrari. “Flow parameter estimation based on on-board measurements of air vehicle traversing turbulent flows.” In Aiaa Scitech 2021 Forum, 1–10, 2021.
  - Diao, Enmao, Jie Ding, and Vahid Tarokh. “HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients.” In Iclr. OpenReview.net, 2021.
  - Kojima, S., Y. Feng, K. Maruta, K. Ootsu, T. Yokota, C. J. Ahn, and V. Tarokh. “Investigation of Input Signal Representation to CNN for Improving SNR Classification Accuracy.” In Ieee Vehicular Technology Conference, Vol. 2021-September, 2021. https://doi.org/10.1109/VTC2021-Fall52928.2021.9625566.
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  - Le, Cat P., Mohammadreza Soltani, Robert J. Ravier, and Vahid Tarokh. “Task-Aware Neural Architecture Search.” In Icassp, 4090–94. IEEE, 2021.
  - Ng, Y., A. Hasan, K. Elkhalil, and V. Tarokh. “Generative Archimedean Copulas.” In 37th Conference on Uncertainty in Artificial Intelligence, Uai 2021, 643–53, 2021.
  - Angjelichinoski, M., M. Soltani, J. Choi, B. Pesaran, and V. Tarokh. “Deep James-Stein Neural Networks for Brain-Computer Interfaces.” In Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings, 2020-May:1339–43, 2020. https://doi.org/10.1109/ICASSP40776.2020.9053694.
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  - Cannella, Chris, Jie Ding, Mohammadreza Soltani, Yi Zhou, and Vahid Tarokh. “Perception-Distortion Trade-Off with Restricted Boltzmann Machines.” In Icassp, 4022–26. IEEE, 2020.
  - Diao, Enmao, Jie Ding, and Vahid Tarokh. “DRASIC: Distributed Recurrent Autoencoder for Scalable Image Compression.” In Dcc, edited by Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, and James A. Storer, 3–12. IEEE, 2020.
  - Hasan, Ali, João M. Pereira, Robert J. Ravier, Sina Farsiu, and Vahid Tarokh. “Learning Partial Differential Equations From Data Using Neural Networks.” In Icassp, 3962–66. IEEE, 2020.
  - Le, Cat P., Yi Zhou, Jie Ding, and Vahid Tarokh. “Supervised Encoding for Discrete Representation Learning.” In Icassp, 3447–51. IEEE, 2020.
  - Ng, Yuting, João M. Pereira, Denis Garagic, and Vahid Tarokh. “Robust Marine Buoy Placement for Ship Detection Using Dropout K-Means.” In Icassp, 3757–61. IEEE, 2020.
  - Wang, Jianyou, Michael Xue, Ryan Culhane, Enmao Diao, Jie Ding, and Vahid Tarokh. “Speech Emotion Recognition with Dual-Sequence LSTM Architecture.” In Icassp, 6474–78. IEEE, 2020.
  - Wu, Suya, Enmao Diao, Jie Ding, and Vahid Tarokh. “Deep Clustering of Compressed Variational Embeddings.” In Dcc, edited by Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, and James A. Storer, 399–399. IEEE, 2020.
  - Soltani, M., S. Wu, J. Ding, R. Ravier, and V. Tarokh. “On the information of feature maps and pruning of deep neural networks.” In Proceedings International Conference on Pattern Recognition, 6988–95, 2020. https://doi.org/10.1109/ICPR48806.2021.9412579.
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  - Zhou, Yi, Zhe Wang, Kaiyi Ji, Yingbin Liang, and Vahid Tarokh. “Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization.” In Proceedings of the Twenty Ninth International Joint Conference on Artificial Intelligence, 1445–51, 2020.
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  - Feng, Y., Y. Zhou, and V. Tarokh. “Recurrent Neural Network-Assisted Adaptive Sampling for Approximate Computing.” In Proceedings 2019 Ieee International Conference on Big Data, Big Data 2019, 2240–46, 2019. https://doi.org/10.1109/BigData47090.2019.9006504.
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  - Zhou, Y., Y. Feng, V. Tarokh, V. Gintautas, J. McClelland, and D. Garagic. “Multi-Level Mean-Shift Clustering for Single-Channel Radio Frequency Signal Separation.” In Ieee International Workshop on Machine Learning for Signal Processing, Mlsp, Vol. 2019-October, 2019. https://doi.org/10.1109/MLSP.2019.8918879.
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  - Diao, Enmao, Jie Ding, and Vahid Tarokh. “Restricted Recurrent Neural Networks.” In Ieee Bigdata, edited by Chaitanya Baru, Jun Huan, Latifur Khan, Xiaohua Hu, Ronay Ak, Yuanyuan Tian, Roger S. Barga, Carlo Zaniolo, Kisung Lee, and Yanfang Fanny Ye, 56–63. IEEE, 2019.
  - Zhou, Y., J. Yang, H. Zhang, Y. Liang, and V. Tarokh. “SGD converges to global minimum in deep learning via star-convex path.” In 7th International Conference on Learning Representations, Iclr 2019, 2019.
  - Ding, J., R. Calderbank, and V. Tarokh. “Gradient information for representation and modeling.” In Advances in Neural Information Processing Systems, Vol. 32, 2019.
  - Wang, Zhe, Kaiyi Ji, Yi Zhou, Yingbin Liang, and Vahid Tarokh. “SpiderBoost and Momentum: Faster Variance Reduction Algorithms.” In Neurips, edited by Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d’Alché-Buc, Emily B. Fox, and Roman Garnett, 2403–13, 2019.
  - Ding, J., E. Diao, J. Zhou, and V. Tarokh. “A Penalized Method for the Predictive Limit of Learning.” In Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings, 2018-April:4414–18, 2018. https://doi.org/10.1109/ICASSP.2018.8461832.
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  - Shahrampour, S., A. Beirami, and V. Tarokh. “Supervised Learning Using Data-dependent Random Features with Application to Seizure Detection.” In Proceedings of the Ieee Conference on Decision and Control, 2018-December:1168–73, 2018. https://doi.org/10.1109/CDC.2018.8619558.
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  - DIng, J., Y. Xiang, L. Shen, and V. Tarokh. “Detecting structural changes in dependent data.” In 2017 Ieee Global Conference on Signal and Information Processing, Globalsip 2017 Proceedings, 2018-January:750–54, 2018. https://doi.org/10.1109/GlobalSIP.2017.8309060.
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  - Ding, J., J. Zhou, and V. Tarokh. “Optimal prediction of data with unknown abrupt change points.” In 2017 Ieee Global Conference on Signal and Information Processing, Globalsip 2017 Proceedings, 2018-January:928–32, 2018. https://doi.org/10.1109/GlobalSIP.2017.8309096.
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  - Han, Q., J. Ding, E. Airoldi, and V. Tarokh. “Modeling nonlinearity in multi-dimensional dependent data.” In 2017 Ieee Global Conference on Signal and Information Processing, Globalsip 2017 Proceedings, 2018-January:206–10, 2018. https://doi.org/10.1109/GlobalSIP.2017.8308633.
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  - Soloveychik, I., Y. Xiang, and V. Tarokh. “Explicit symmetric pseudo-random matrices.” In Ieee International Symposium on Information Theory Proceedings, 2018-January:424–28, 2018. https://doi.org/10.1109/ITW.2017.8277999.
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  - Banerjee, Taposh, Gene T. Whipps, Prudhvi Gurram, and Vahid Tarokh. “Cyclostationary Statistical Models and Algorithms for Anomaly Detection Using Multi-Modal Data.” In Globalsip, 126–30. IEEE, 2018.
  - Shahrampour, Shahin, Ahmad Beirami, and Vahid Tarokh. “On Data-Dependent Random Features for Improved Generalization in Supervised Learning.” In Aaai, edited by Sheila A. McIlraith and Kilian Q. Weinberger, 4026–33. AAAI Press, 2018.
  - Shahrampour, Shahin, and Vahid Tarokh. “Learning Bounds for Greedy Approximation with Explicit Feature Maps from Multiple Kernels.” In Neurips, edited by Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, and Roman Garnett, 4695–4706, 2018.
  - Banerjee, Taposh, Gene T. Whipps, Prudhvi Gurram, and Vahid Tarokh. “Sequential Event Detection Using Multimodal Data in Nonstationary Environments.” In Fusion, 1940–47. IEEE, 2018.
  - Banerjee, Taposh, John Choi, Bijan Pesaran, Demba Ba, and Vahid Tarokh. “CLASSIFICATION OF LOCAL FIELD POTENTIALS USING GAUSSIAN SEQUENCE MODEL.” In 2018 Ieee Statistical Signal Processing Workshop (Ssp), 683–87, 2018.
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  - Deng, Z., J. Ding, K. Heal, and V. Tarokh. “The number of independent sets in hexagonal graphs.” In Ieee International Symposium on Information Theory Proceedings, 2910–14, 2017. https://doi.org/10.1109/ISIT.2017.8007062.
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  - Soloveychik, I., Y. Xiang, and V. Tarokh. “Pseudo-wigner matrices from dual BCH codes.” In Ieee International Symposium on Information Theory Proceedings, 1381–85, 2017. https://doi.org/10.1109/ISIT.2017.8006755.
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  - Wei, L., A. D. Sarwate, J. Corander, A. Hero, and V. Tarokh. “Analysis of a privacy-preserving PCA algorithm using random matrix theory.” In 2016 Ieee Global Conference on Signal and Information Processing, Globalsip 2016 Proceedings, 1335–39, 2017. https://doi.org/10.1109/GlobalSIP.2016.7906058.
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  - Enyioha, C., S. Magnússon, K. Heal, N. Li, C. Fischione, and V. Tarokh. “Robustness analysis for an online decentralized descent power allocation algorithm.” In 2016 Information Theory and Applications Workshop, Ita 2016, 2017. https://doi.org/10.1109/ITA.2016.7888135.
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  - Deng, Zhun, Jie Ding, Kathryn Heal, and Vahid Tarokh. “The number of independent sets in hexagonal graphs.” In Isit, 2910–14. IEEE, 2017.
  - Jeong, S., X. Li, J. Yang, Q. Li, and V. Tarokh. “Dictionary learning and sparse coding-based denoising for high-resolution task functional connectivity MRI analysis.” In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10541 LNCS:45–52, 2017. https://doi.org/10.1007/978-3-319-67389-9_6.
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  - Jeong, Seongah, Xiang Li, Jiarui Yang, Quanzheng Li, and Vahid Tarokh. “Dictionary Learning and Sparse Coding-Based Denoising for High-Resolution Task Functional Connectivity MRI Analysis.” In Mlmi@Miccai, edited by Qian Wang, Yinghuan Shi, Heung-Il Suk, and Kenji Suzuki, 10541:45–52. Springer, 2017.
  - Wei, L., Z. Zheng, A. Hero, and V. Tarokh. “Scaling laws and phase transitions for target detection in MIMO radar.” In 2016 Ieee Information Theory Workshop, Itw 2016, 345–48, 2016. https://doi.org/10.1109/ITW.2016.7606853.
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  - Magnússon, S., K. Heal, C. Enyioha, N. Li, C. Fischione, and V. Tarokh. “Convergence of limited communications gradient methods.” In Proceedings of the American Control Conference, 2016-July:1421–26, 2016. https://doi.org/10.1109/ACC.2016.7525116.
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  - Zheng, Z., L. Wei, Z. J. Haas, and V. Tarokh. “Transmit beamforming in Rayleigh product MIMO channels: Ergodic mutual information and symbol error rate.” In 2016 Ieee International Conference on Communications, Icc 2016, 2016. https://doi.org/10.1109/ICC.2016.7511213.
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  - Kuiper, P. K., S. E. Kolitz, and V. Tarokh. “Base camp quality of life standardization and improvement.” In Proceedings International Carnahan Conference on Security Technology, Vol. 0, 2016. https://doi.org/10.1109/CCST.2016.7815688.
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  - Farhadi, H., J. Atai, M. Skoglund, E. S. Nadimi, K. Pahlavan, and V. Tarokh. “An adaptive localization technique for wireless capsule endoscopy.” In International Symposium on Medical Information and Communication Technology, Ismict, Vol. 2016-June, 2016. https://doi.org/10.1109/ISMICT.2016.7498884.
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  - Magnusson, S., C. Enyioha, K. Heal, N. Li, C. Fischione, and V. Tarokh. “Distributed resource allocation using one-way communication with applications to power networks.” In 2016 50th Annual Conference on Information Systems and Sciences, Ciss 2016, 631–36, 2016. https://doi.org/10.1109/CISS.2016.7460576.
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  - Ding, J., M. Noshad, and V. Tarokh. “Data-driven learning of the number of states in multi-state autoregressive models.” In 2015 53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015, 418–25, 2016. https://doi.org/10.1109/ALLERTON.2015.7447034.
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  - Ding, J., M. Noshad, and V. Tarokh. “Order Selection of Autoregressive Processes Using Bridge Criterion.” In Proceedings 15th Ieee International Conference on Data Mining Workshop, Icdmw 2015, 615–22, 2016. https://doi.org/10.1109/ICDMW.2015.216.
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  - Ding, J., M. Noshad, and V. Tarokh. “Learning the Number of Autoregressive Mixtures in Time Series Using the Gap Statistics.” In Proceedings 15th Ieee International Conference on Data Mining Workshop, Icdmw 2015, 1441–46, 2016. https://doi.org/10.1109/ICDMW.2015.209.
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  - Enyioha, Chinwendu, Sindri Magnússon, Kathryn Heal, Na Li, Carlo Fischione, and Vahid Tarokh. “Robustness analysis for an online decentralized descent power allocation algorithm.” In Ita, 1–8. IEEE, 2016.
  - Kuiper, Patrick K., Stephan E. Kolitz, and Vahid Tarokh. “Base camp quality of life standardization and improvement.” In Iccst, 1–8. IEEE, 2016.
  - Magnússon, Sindri, Chinwendu Enyioha, Kathryn Heal, Na Li, Carlo Fischione, and Vahid Tarokh. “Distributed resource allocation using one-way communication with applications to power networks.” In Ciss, 631–36. IEEE, 2016.
  - Noshad, M., J. Ding, and V. Tarokh. “Sequential learning of Multi-state autoregressive time series.” In Proceeding of the 2015 Research in Adaptive and Convergent Systems, Racs 2015, 44–51, 2015. https://doi.org/10.1145/2811411.2813523.
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  - Krishnamurthy, S., D. Bliss, C. Richmond, and V. Tarokh. “Peak sidelobe level gumbel distribution for arrays of randomly placed antennas.” In Ieee National Radar Conference Proceedings, 2015-June:1671–76, 2015. https://doi.org/10.1109/RADAR.2015.7131267.
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  - Kurien, B. G., Y. Rachlin, V. N. Shah, J. B. Ashcom, and V. Tarokh. “Compressed sensing techniques for image reconstruction in optical interferometry.” In Optics Infobase Conference Papers, 2014.
  - Kurien, B. G., Y. Rachlin, V. N. Shah, J. B. Ashcom, and V. Tarokh. “Compressed sensing techniques for image reconstruction in optical interferometry.” In Optics Infobase Conference Papers, 2014. https://doi.org/10.1364/srs.2014.sm2f.3.
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  - Yi, H., W. Y. Shin, and V. Tarokh. “The design of environmentally friendly networks using coordinated multi-point (CoMP) transmission.” In 2014 Ieee 11th Consumer Communications and Networking Conference, Ccnc 2014, 517–18, 2014. https://doi.org/10.1109/ccnc.2014.6994388.
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  - Yi, H., W. Y. Shin, and V. Tarokh. “An environmentally friendly approach to the relay-aided cellular network architecture.” In 2014 Ieee 11th Consumer Communications and Networking Conference, Ccnc 2014, 541–42, 2014. https://doi.org/10.1109/ccnc.2014.6994432.
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  - Akcakaya, M., and V. Tarokh. “Distortion-based achievability conditions for joint estimation of sparse signals and measurement parameters from undersampled acquisitions.” In Ieee International Symposium on Information Theory Proceedings, 291–95, 2013. https://doi.org/10.1109/ISIT.2013.6620234.
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  - Shin, W. Y., H. Yi, and V. Tarokh. “Energy-efficient base-station topologies for green cellular networks.” In 2013 Ieee 10th Consumer Communications and Networking Conference, Ccnc 2013, 91–96, 2013. https://doi.org/10.1109/CCNC.2013.6488431.
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  - Sabbaghian, M., A. I. Sulyman, and V. Tarokh. “Capacity analysis for Gaussian channels with memoryless nonlinear hardware.” In Ieee International Conference on Communications, 3403–7, 2013. https://doi.org/10.1109/ICC.2013.6655074.
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  - Ishibashi, K., H. Ochiai, and V. Tarokh. “Energy harvesting cooperative communications.” In Ieee International Symposium on Personal, Indoor and Mobile Radio Communications, Pimrc, 1819–23, 2012. https://doi.org/10.1109/PIMRC.2012.6362646.
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  - Nadimi, E. S., V. Blanes-Vidal, and V. Tarokh. “Semidefinite programming-based localization algorithm in networks with inhomogeneous media.” In Proceeding of the 2012 Acm Research in Applied Computation Symposium, Racs 2012, 191–96, 2012. https://doi.org/10.1145/2401603.2401647.
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  - Babadi, B., and V. Tarokh. “Vertical spectrum sharing via distributed asynchronous interference avoidance in cognitive radio networks.” In 2012 Ieee Consumer Communications and Networking Conference, Ccnc’2012, 869–73, 2012. https://doi.org/10.1109/CCNC.2012.6181181.
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  - Babadi, B., S. McKinney, V. Tarokh, and J. M. Ellenbogen. “A DATA-DRIVEN BAYESIAN ALGORITHM FOR SLEEP SPINDLE DETECTION.” In Sleep, 35:A134–A134. OXFORD UNIV PRESS INC, 2012.
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  - Sharma, Anuj, and Shubhamoy Dey. “A comparative study of feature selection and machine learning techniques for sentiment analysis.” In Racs, edited by Yookun Cho, Rex E. Gantenbein, Tei-Wei Kuo, and Vahid Tarokh, 1–7. ACM, 2012.
  - Babadi, B., and V. Tarokh. “Spectral distribution of the product of two random matrices based on binary block codes.” In 2011 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011, 917–19, 2011. https://doi.org/10.1109/Allerton.2011.6120264.
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  - Babadi, B., and V. Tarokh. “Regularized recursive least squares for anomaly detection in sparse channel tracking applications.” In Proceedings of the 2011 Acm Research in Applied Computation Symposium, Racs 2011, 277–81, 2011. https://doi.org/10.1145/2103380.2103437.
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  - Chae, C. B., I. Hwang, R. W. Heath, and V. Tarokh. “Jointly optimized two-cell MIMO systems.” In 2011 Ieee Globecom Workshops, Gc Wkshps 2011, 421–25, 2011. https://doi.org/10.1109/GLOCOMW.2011.6162484.
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  - Kim, K. T., W. Noh, and V. Tarokh. “Robust scalable physical layer network coding.” In 2011 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011, 1446–53, 2011. https://doi.org/10.1109/Allerton.2011.6120338.
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  - Krishnamurthy, S., D. W. Bliss, and V. Tarokh. “Sidelobe level distribution computation for antenna arrays with arbitrary element distributions.” In Conference Record Asilomar Conference on Signals, Systems and Computers, 2045–50, 2011. https://doi.org/10.1109/ACSSC.2011.6190386.
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  - Nadimi, E. S., V. Blanes-Vidal, and V. Tarokh. “Localization of mobile nodes based on inaccurate round-trip-time measurements using Bayesian inference.” In Proceedings of the 2011 Acm Research in Applied Computation Symposium, Racs 2011, 152–57, 2011. https://doi.org/10.1145/2103380.2103412.
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  - Shin, W. Y., D. E. Lucani, M. Médard, M. Stojanovic, and V. Tarokh. “Information-theoretic limits of dense underwater networks.” In Conference Record Asilomar Conference on Signals, Systems and Computers, 1835–39, 2011. https://doi.org/10.1109/ACSSC.2011.6190340.
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  - Mileounis, G., N. Kalouptsidis, B. Babadi, and V. Tarokh. “Blind identification of sparse channels and symbol detection via the em algorithm.” In 17th Dsp 2011 International Conference on Digital Signal Processing, Proceedings, 2011. https://doi.org/10.1109/ICDSP.2011.6004920.
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  - Babadi, B., S. S. Ghassemzadeh, and V. Tarokh. “Group randomness properties of pseudo-noise and gold sequences.” In 12th Canadian Workshop on Information Theory, Cwit 2011, 42–46, 2011. https://doi.org/10.1109/CWIT.2011.5872120.
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  - Kim, S. J., S. S. Ghassemzadeh, R. R. Miller, and V. Tarokh. “Optimum cognitive radio transmission scheme for reducing average interference power.” In 12th Canadian Workshop on Information Theory, Cwit 2011, 24–25, 2011. https://doi.org/10.1109/CWIT.2011.5872115.
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  - Ku, M. L., Q. Chen, S. S. Ghassemzadeh, V. Tarokh, and L. C. Wang. “Service coverage for cognitive radio networks with cooperative relays in shadowed hotspot areas.” In 2011 Ieee Wireless Communications and Networking Conference, Wcnc 2011, 1759–64, 2011. https://doi.org/10.1109/WCNC.2011.5779428.
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  - Kwak, Y., M. Sabbaghian, B. Smida, and V. Tarokh. “Low peak to average power ratio Turbo Block QPSK coded OFDM.” In 2011 Ieee Consumer Communications and Networking Conference, Ccnc’2011, 637–41, 2011. https://doi.org/10.1109/CCNC.2011.5766559.
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  - Kim, K. T., C. S. Hwang, and V. Tarokh. “Network error correction from matrix network coding.” In 2011 Information Theory and Applications Workshop, Ita 2011 Conference Proceedings, 394–402, 2011. https://doi.org/10.1109/ITA.2011.5743611.
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  - Chen, Q., J. Li, P. Fan, and V. Tarokh. “An exponential model for evaluating error performance of turbo codes.” In Globecom Ieee Global Telecommunications Conference, 2010. https://doi.org/10.1109/GLOCOM.2010.5683671.
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  - Chen, Q., J. Li, P. Fan, and V. Tarokh. “On the performance estimate for Turbo codes.” In 2010 International Conference on Wireless Communications and Signal Processing, Wcsp 2010, 2010. https://doi.org/10.1109/WCSP.2010.5633812.
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  - Akçakaya, M., J. Park, and V. Tarokh. “Low density frames for compressive sensing.” In Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings, 3642–45, 2010. https://doi.org/10.1109/ICASSP.2010.5495898.
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  - Shin, W. Y., D. E. Lucani, M. Médard, M. Stojanovic, and V. Tarokh. “Multi-hop routing is order-optimal in underwater extended networks.” In Ieee International Symposium on Information Theory Proceedings, 510–14, 2010. https://doi.org/10.1109/ISIT.2010.5513480.
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  - Larsson, P., B. Smida, T. Koike-Akino, and V. Tarokh. “Analysis of network coded HARQ for multiple unicast flows.” In Ieee International Conference on Communications, 2010. https://doi.org/10.1109/ICC.2010.5502226.
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  - Babadi, B., and V. Tarokh. “Random frames from binary linear block codes.” In 2010 44th Annual Conference on Information Sciences and Systems, Ciss 2010, 2010. https://doi.org/10.1109/CISS.2010.5464847.
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  - Mileounis, Gerasimos, Behtash Babadi, Nicholas Kalouptsidis, and Vahid Tarokh. “An Adaptive Greedy Algorithm with Application to Sparse Narma Identification.” In Icassp, 3810–13. IEEE, 2010.
  - Kalouptsidis, N., G. Mileounis, B. Babadi, and V. Tarokh. “Adaptive algorithms for sparse nonlinear channel estimation.” In Ieee Workshop on Statistical Signal Processing Proceedings, 221–24, 2009. https://doi.org/10.1109/SSP.2009.5278600.
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  - Jeon, S. W., N. Devroye, M. Vu, S. Y. Chung, and V. Tarokh. “Cognitive networks achieve throughput scaling of a homogeneous network.” In Final Proceedings of the 2009 7th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, Wiopt 2009, 2009. https://doi.org/10.4108/ICST.WIOPT2009.6358.
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  - Kim, S. J., S. S. Ghassemzadeh, R. R. Miller, and V. Tarokh. “TAS protocols of a PASD system with limited feedback information.” In Globecom Ieee Global Telecommunications Conference, 2009. https://doi.org/10.1109/GLOCOM.2009.5426257.
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  - Koike-Akino, T., P. Larsson, P. Popovski, and V. Tarokh. “Non-linear network coding in two-way relaying discrete channels.” In 2009 International Conference on Wireless Communications and Signal Processing, Wcsp 2009, 2009. https://doi.org/10.1109/WCSP.2009.5371759.
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  - Koike-Akino, T., P. Popovski, and V. Tarokh. “Adaptive modulation and network coding with optimized precoding in two-way relaying.” In Globecom Ieee Global Telecommunications Conference, 2009. https://doi.org/10.1109/GLOCOM.2009.5425565.
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  - Moezzi, K., K. Jalaleddini, A. G. Aghdam, M. Alasti, and V. Tarokh. “An adaptive rate assignment strategy for CDMA2000 IS-856 subject to RAB delay.” In Globecom Ieee Global Telecommunications Conference, 2009. https://doi.org/10.1109/GLOCOM.2009.5426040.
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  - Jalaleddini, K., K. Moezzi, A. G. Aghdam, M. Alasti, and V. Tarokh. “Controller design for rate assignment in wireless networks.” In Ieee International Conference on Communications, 2009. https://doi.org/10.1109/ICC.2009.5198854.
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  - Kim, S. J., N. Devroye, and V. Tarokh. “A class of Bi-directional multi-relay protocols.” In Ieee International Symposium on Information Theory Proceedings, 349–53, 2009. https://doi.org/10.1109/ISIT.2009.5205684.
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  - Koike-Akino, T., P. Popovski, and V. Tarokh. “Denoising strategy for convolutionally-coded bidirectional relaying.” In Ieee International Conference on Communications, 2009. https://doi.org/10.1109/ICC.2009.5198893.
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  - Koike-Akino, T., and V. Tarokh. “Sphere packing optimization and EXIT chart analysis for multi-dimensional QAM signaling.” In Ieee International Conference on Communications, 2009. https://doi.org/10.1109/ICC.2009.5199484.
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  - Smida, B., G. P. Efthymoglou, S. S. Ghassemzadeh, and V. Tarokh. “Interference analysis between on-the-move users and GEO satellites.” In Ieee Vehicular Technology Conference, 2009. https://doi.org/10.1109/VETECS.2009.5073607.
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  - Babadi, B., N. Kalouptsidis, and V. Tarokh. “Comparison of SPARLS and RLS algorithms for adaptive filtering.” In 2009 Ieee Sarnoff Symposium, Sarnoff 2009 Conference Proceedings, 2009. https://doi.org/10.1109/SARNOF.2009.4850336.
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  - Jalaleddini, Kian, Kaveh Moezzi, Amir G. Aghdam, Mehdi Alasti, and Vahid Tarokh. “Controller Design for Rate Assignment in Wireless Networks.” In 2009 Ieee International Conference on Communications, Vols 1 8, 4025-+. IEEE, 2009.
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  - Jeon, Sang-Woon, Natasha Devroye, Mai Vu, Sae-Young Chung, and Vahid Tarokh. “Cognitive networks achieve throughput scaling of a homogeneous network.” In Wiopt, edited by Song Chong and Wan Choi, 1–5. IEEE, 2009.
  - Kim, Sang Joon, Saeed S. Ghassemzadeh, Robert R. Miller, and Vahid Tarokh. “TAS Protocols of a PASD system with limited feedback information.” In Globecom 2009 2009 Ieee Global Telecommunications Conference, Vols 1 8, edited by M. Ulema, 6173-+. IEEE, 2009.
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  - Koike-Akino, Toshiaki, Petar Popovski, and Vahid Tarokh. “Denoising Strategy for Convolutionally-Coded Bidirectional Relaying.” In 2009 Ieee International Conference on Communications, Vols 1 8, 3306-+. IEEE, 2009.
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  - Koike-Akino, Toshiaki, Petar Popovski, and Vahid Tarokh. “Adaptive Modulation and Network Coding with Optimized Precoding in Two-Way Relaying.” In Globecom 2009 2009 Ieee Global Telecommunications Conference, Vols 1 8, edited by M. Ulema, 5400-+. IEEE, 2009.
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  - Koike-Akino, Toshiaki, and Vahid Tarokh. “Sphere Packing Optimization and EXIT Chart Analysis for Multi-Dimensional QAM Signaling.” In 2009 Ieee International Conference on Communications, Vols 1 8, 3888–92. IEEE, 2009.
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  - Moezzi, Kaveh, Kian Jalaleddini, Amir G. Aghdam, Mehdi Alasti, and Vahid Tarokh. “An Adaptive Rate Assignment Strategy for CDMA2000 IS-856 Subject to RAB Delay.” In Globecom 2009 2009 Ieee Global Telecommunications Conference, Vols 1 8, edited by M. Ulema, 5989-+. IEEE, 2009.
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  - Babadi, B., and V. Tarokh. “The impact of spectrum sensing time on the performance of the GADIA algorithm.” In 2008 Ieee Symposium on New Frontiers in Dynamic Spectrum Access Networks, Dyspan 2008, 472–78, 2008. https://doi.org/10.1109/DYSPAN.2008.56.
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  - Bai, D., S. S. Ghassemzadeh, R. R. Miller, and V. Tarokh. “Beam selection gain from butler matrices.” In Ieee Vehicular Technology Conference, 2008. https://doi.org/10.1109/VETECF.2008.107.
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  - Entekhabi, A. H., M. Sharif, and V. Tarokh. “On the peak to average power reduction of OFDM signals using reserved subcarriers.” In Ieee International Symposium on Personal, Indoor and Mobile Radio Communications, Pimrc, 2008. https://doi.org/10.1109/PIMRC.2008.4699707.
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  - Koike-Akino, T., P. Popovski, and V. Tarokh. “Denoising maps and constellations for wireless network coding in two-way relaying systems.” In Globecom Ieee Global Telecommunications Conference, 3790–94, 2008. https://doi.org/10.1109/GLOCOM.2008.ECP.727.
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  - Koike-Akino, T., P. Popovski, and V. Tarokh. “Two-way relaying with network coding for frequency-selective fading channels.” In Conference Record Asilomar Conference on Signals, Systems and Computers, 2221–25, 2008. https://doi.org/10.1109/ACSSC.2008.5074830.
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  - Yiu, S., M. Vu, and V. Tarokh. “Interference reduction by beamforming in cognitive networks.” In Globecom Ieee Global Telecommunications Conference, 4406–11, 2008. https://doi.org/10.1109/GLOCOM.2008.ECP.845.
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  - Shin, W. Y., S. W. Jeon, N. Devroye, M. H. Vu, S. Y. Chung, Y. H. Lee, and V. Tarokh. “Improved throughput scaling in wireless ad hoc networks with infrastructure.” In Ieee International Symposium on Information Theory Proceedings, 1118–22, 2008. https://doi.org/10.1109/ISIT.2008.4595161.
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  - Vu, M., N. Devroye, and V. Tarokh. “The primary exclusive region in cognitive networks.” In 2008 5th Ieee Consumer Communications and Networking Conference, Ccnc 2008, 1014–19, 2008. https://doi.org/10.1109/ccnc08.2007.232.
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  - Akçakaya, M., and V. Tarokh. “Noisy compressive sampling limits in linear and sublinear regimes.” In Ciss 2008, the 42nd Annual Conference on Information Sciences and Systems, 1–4, 2008. https://doi.org/10.1109/CISS.2008.4558484.
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  - Babadi, B., and V. Tarokh. “A distributed asynchronous algorithm for spectrum sharing in wireless ad hoc networks.” In Ciss 2008, the 42nd Annual Conference on Information Sciences and Systems, 831–35, 2008. https://doi.org/10.1109/CISS.2008.4558635.
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  - Nam, S., M. Vu, and V. Tarokh. “Relay selection methods for wireless cooperative communications.” In Ciss 2008, the 42nd Annual Conference on Information Sciences and Systems, 859–64, 2008. https://doi.org/10.1109/CISS.2008.4558640.
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  - Parker, P. A., D. W. Bliss, and V. Tarokh. “On the degrees-of-freedom of the MIMO interference channel.” In Ciss 2008, the 42nd Annual Conference on Information Sciences and Systems, 62–67, 2008. https://doi.org/10.1109/CISS.2008.4558496.
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  - Smida, B., and V. Tarokh. “Ground-to-air interference analysis in cellular ATG systems.” In Ciss 2008, the 42nd Annual Conference on Information Sciences and Systems, 225–28, 2008. https://doi.org/10.1109/CISS.2008.4558525.
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  - Smida, B., and V. Tarokh. “Interference in air-to-ground cellular systems.” In Ieee International Conference on Communications, 1077–81, 2008. https://doi.org/10.1109/ICC.2008.210.
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  - Babadi, B., and V. Tarokh. “Distributed dynamic frequency allocation in wireless networks under time-varying user activities.” In Proceedings of the 2008 Ieee Sarnoff Symposium, Sarnoff, 2008. https://doi.org/10.1109/SARNOF.2008.4520043.
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  - Babadi, B., and V. Tarokh. “Iterative approach to base station positioning in cellular networks.” In Proceedings of the 2008 Ieee Sarnoff Symposium, Sarnoff, 2008. https://doi.org/10.1109/SARNOF.2008.4520067.
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  - Hong, S. C., M. H. Vu, and V. Tarokh. “Cognitive sensing based on side information.” In Proceedings of the 2008 Ieee Sarnoff Symposium, Sarnoff, 2008. https://doi.org/10.1109/SARNOF.2008.4520040.
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  - Kim, S. J., N. Devroye, P. Mitran, and V. Tarokh. “Comparison of bi-directional relaying protocols.” In Proceedings of the 2008 Ieee Sarnoff Symposium, Sarnoff, 2008. https://doi.org/10.1109/SARNOF.2008.4520117.
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  - Bai, D., S. S. Ghassemzadeh, R. R. Miller, and V. Tarokh. “Performance analysis of a PASD antenna system in Rayleigh fading channels.” In Ieee Wireless Communications and Networking Conference, Wcnc, 1014–19, 2008. https://doi.org/10.1109/wcnc.2008.184.
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  - Bai, Dongwoon, Saeed S. Ghassemzadeh, Robert R. Miller, and Vahid Tarokh. “Beam Selection Gain from Butler Matrices.” In 68th Ieee Vehicular Technology Conference, Fall 2008, 446–50. IEEE, 2008.
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  - Entekhabi, A Hossein, Masoud Sharif, and Vahid Tarokh. “On the Peak to Average Power Reduction of OFDM Signals Using Reserved Subcarriers.” In 2008 Ieee 19th International Symposium on Personal, Indoor and Mobile Radio Communications, 1630-+. IEEE, 2008.
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  - Vu, M., S. S. Ghassemzadeh, and V. Tarokh. “Interference in a cognitive network with beacon.” In Ieee Wireless Communications and Networking Conference, Wcnc, 876–81, 2008. https://doi.org/10.1109/wcnc.2008.160.
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  - Akçakaya, M., and V. Tarokh. “Performance study of various sparse representation methods using redundant frames.” In Forty First Annual Conference on Information Sciences and Systems, Ciss 2007 Proceedings, 726–29, 2007. https://doi.org/10.1109/CISS.2007.4298400.
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  - Akçakaya, M., and V. Tarokh. “On sparsity, redundancy and quality of frame representations.” In Ieee International Symposium on Information Theory Proceedings, 951–55, 2007. https://doi.org/10.1109/ISIT.2007.4557114.
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  - Bai, D., P. Mitran, S. S. Ghassemzadeh, R. R. Miller, and V. Tarokh. “Channel hardening and the scheduling gain of antenna selection diversity schemes.” In Ieee International Symposium on Information Theory Proceedings, 1066–70, 2007. https://doi.org/10.1109/ISIT.2007.4557365.
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  - Hwang, I., C. You, Y. Kim, and V. Tarokh. “Antenna selection strategies for MIMO systems.” In Ieee International Conference on Communications, 4140–43, 2007. https://doi.org/10.1109/ICC.2007.682.
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  - Hwang, I., D. Kim, C. You, Y. Kim, and V. Tarokh. “A new practical dirty-paper coding strategy in MIMO system.” In Forty First Annual Conference on Information Sciences and Systems, Ciss 2007 Proceedings, 125–29, 2007. https://doi.org/10.1109/CISS.2007.4298285.
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  - Kim, S. J., P. Mitran, C. John, R. Ghanadan, and V. Tarokh. “Coded bi-directional relaying in combat scenarios.” In Proceedings Ieee Military Communications Conference Milcom, 2007. https://doi.org/10.1109/MILCOM.2007.4455154.
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  - Parker, P. A., P. Mitran, D. W. Bliss, and V. Tarokh. “Training sequence design for wireless collaborative communication systems in frequency-selective fading.” In Conference Record Asilomar Conference on Signals, Systems and Computers, 2050–57, 2007. https://doi.org/10.1109/ACSSC.2007.4487598.
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  - Parker, P. A., D. W. Bliss, P. Mitran, and V. Tarokh. “Adaptive frequency synchronization for collaborative communication systems.” In Proceedings International Conference on Distributed Computing Systems, 82–87, 2007. https://doi.org/10.1109/ICDCSW.2007.96.
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  - Vu, Mai, Natasha Devroye, Masoud Sharif, and Vahid Tarokh. “Scaling Laws of Cognitive Networks.” In Crowncom, edited by Rajarathnam Chandramouli and Frédérick Martin, 2–8. IEEE, 2007.
  - Jung, Y. H., S. H. Nam, Y. Kim, J. Chung, and V. Tarokh. “Differential spatial multiplexing for two and three transmit antennas.” In Ieee International Conference on Communications, 7:3317–22, 2006. https://doi.org/10.1109/ICC.2006.255228.
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  - Yim, R., O. S. Shin, and V. Tarokh. “Distributed delay-aware rate control algorithm for the reverse-link of CDMA systems.” In Ieee International Conference on Communications, 10:4363–68, 2006. https://doi.org/10.1109/ICC.2006.255324.
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  - Devroye, N., P. Mitran, and V. Tarokh. “Cognitive decomposition of wireless networks.” In 1st International Conference on Cognitive Radio Oriented Wireless Networks and Communications 2006, Crowncom, 2006. https://doi.org/10.1109/CROWNCOM.2006.363475.
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  - Devroye, Natasha, Patrick Mitran, and Vahid Tarokh. “Cognitive decomposition of wireless networks.” In 2006 1st International Conference on Cognitive Radio Oriented Wireless Networks and Communications, 145-+. IEEE, 2006.
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  - Devroye, N., P. Mitran, and V. Tarokh. “Cognitive multiple access networks.” In Ieee International Symposium on Information Theory Proceedings, 2005:57–61, 2005. https://doi.org/10.1109/ISIT.2005.1523292.
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  - Shin, O. S., S. S. Ghassemzadeh, L. J. Greenstein, and V. Tarokh. “Performance evaluation of MB-OFDM and DS-UWB systems for wireless personal area networks.” In Icu 2005: 2005 Ieee International Conference on Ultra Wideband, Conference Proceedings, 2005:214–19, 2005.
  - Chung, J., S. H. Nam, Y. H. Jung, and V. Tarokh. “Trading-off transmission rate with transmit diversity in differential detection.” In Ieee Vehicular Technology Conference, 61:1638–41, 2005.
  - Yim, R., M. Rosenblum, and V. Tarokh. “Delay bounds for packetizing time-varying fluid policies with speedup and lookahead in single server systems.” In Proceedings Ieee Infocom, 4:2590–2601, 2005. https://doi.org/10.1109/INFCOM.2005.1498543.
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  - Kim, I. M., S. C. Hong, S. S. Ghassemzadeh, and V. Tarokh. “Optimum opportunistic beamforming based on multiple weighting vectors.” In Ieee International Conference on Communications, 4:2427–30, 2005.
  - Mitran, P., H. Ochiai, and V. Tarokh. “Collaborative diversity enhancements for wireless communications.” In Ieee International Conference on Communications, 4:2437–41, 2005.
  - Ochiai, H., P. Mitran, H. V. Poor, and V. Tarokh. “On the effects of phase estimation errors on collaborative beamforming in wireless ad hoc networks.” In Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings, Vol. III, 2005. https://doi.org/10.1109/ICASSP.2005.1415795.
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  - Parker, P., P. J. Wolfe, and V. Tarokh. “A signal processing application of randomized low-rank approximations.” In Ieee Workshop on Statistical Signal Processing Proceedings, 2005:345–50, 2005. https://doi.org/10.1109/ssp.2005.1628618.
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  - Parker, Peter, Patrick J. Wolfe, and Vahid Tarokh. “A signal processing application of randomized low-rank approximations.” In 2005 Ieee/Sp 13th Workshop on Statistical Signal Processing (Ssp), Vols 1 and 2, 311–16. IEEE, 2005.
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  - Bellorado, J., S. S. Ghassemzadeh, A. Kavčić, B. Tarokh, and V. Tarokh. “Time-hopping sequence design for narrowband interference suppression.” In Ieee Vehicular Technology Conference, 60:3925–29, 2004.
  - Ochiai, H., P. Mitran, H. V. Poor, and V. Tarokh. “Collaborative beamforming in ad hoc networks.” In 2004 Ieee Information Theory Workshop Proceedings, Itw, 396–401, 2004.
  - Ochiai, H., P. Mitran, and V. Tarokh. “Design and analysis of collaborative diversity protocols for wireless sensor networks.” In Ieee Vehicular Technology Conference, 60:4645–49, 2004.
  - Rosenblum, M., M. X. Goemans, and V. Tarokh. “Universal bounds on buffer size for packetizing fluid policies in input queued, crossbar switches.” In Proceedings Ieee Infocom, 2:1126–34, 2004. https://doi.org/10.1109/INFCOM.2004.1356999.
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  - Cvetkovic, Z., V. Tarokh, and S. Yoon. “Frequency synchronization in OFDM.” In Icassp, Ieee International Conference on Acoustics, Speech and Signal Processing Proceedings, Vol. 4, 2004.
  - Nam, S. H., C. S. Hwang, J. Chung, and V. Tarokh. “Differential space time block codes using QAM for four transmit antennas.” In Ieee International Conference on Communications, 2:952–56, 2004.
  - Bellorado, J., S. S. Ghassemzadeh, L. J. Greenstein, T. Sveinsson, and V. Tarokh. “Coexistence of Ultra-Wideband Systems with IEEE-802.1la Wireless LANs.” In Conference Record / Ieee Global Telecommunications Conference, 1:410–14, 2003.
  - Ghassemzadeh, S. S., L. J. Greenstein, T. Sveinsson, and V. Tarokh. “An Impulse Response Model For Residential Wireless Channels.” In Conference Record / Ieee Global Telecommunications Conference, 3:1211–15, 2003.
  - Hwang, C. S., S. H. Nam, J. Chung, and V. Tarokh. “Differential space time block codes using QAM constellations.” In Ieee International Symposium on Personal, Indoor and Mobile Radio Communications, Pimrc, 2:1693–97, 2003. https://doi.org/10.1109/PIMRC.2003.1260403.
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  - Tarokh, V., Y. S. Choi, and S. Alamouti. “Complementary beamforming.” In Ieee Vehicular Technology Conference, 58:3136–40, 2003.
  - Ghassemzadeh, S. S., and V. Tarokh. “UWB path loss characterization in residential environments.” In Ieee Radio Frequency Integrated Circuits Symposium, Rfic, Digest of Technical Papers, 501–4, 2003.
  - Ghassemzadeh, S. S., and V. Tarokh. “UWB path loss characterization in residential environments.” In Ieee Mtt S International Microwave Symposium Digest, 1:365–68, 2003.
  - Ghassemzadeh, S. S., L. J. Greenstein, A. Kavčić, T. Sveinsson, and V. Tarokh. “UWB indoor path loss model for residential and commercial buildings.” In Ieee Vehicular Technology Conference, 58:3115–19, 2003. https://doi.org/10.1109/vetecf.2003.1286197.
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  - Ghassemzadeh, S. S., L. J. Greenstein, A. Kavčić, T. Sveinsson, and V. Tarokh. “UWB indoor delay profile model for residential and commercial environments.” In Ieee Vehicular Technology Conference, 58:3120–25, 2003. https://doi.org/10.1109/vetecf.2003.1286198.
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  - Ghassemzadeh, S. S., L. J. Greenstein, T. Sveinsson, and V. Tarokh. “A multipath intensity profile model for residential environments.” In Ieee Wireless Communications and Networking Conference, Wcnc, 1:150–55, 2003. https://doi.org/10.1109/WCNC.2003.1200336.
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  - Ghassemzadeh, S. S., and V. Tarokh. “Invited - UWB path loss characterization in residential environments.” In 2003 Ieee Mtt S International Microwave Symposium Digest, Vols 1 3, edited by H. Thal, 365–68. IEEE, 2003.
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  - Chong, C. V., and V. Tarokh. “Two constructions of 16-QAM Golay complementary sequences.” In Ieee International Symposium on Information Theory Proceedings, 240, 2002.
  - Sotiriadis, P. P., V. Tarokh, and A. Chandrakasan. “Energy reduction and fundamental energy limits in digital VLSI circuits.” In Ieee International Symposium on Information Theory Proceedings, 393, 2002.
  - Ghassemzadeh, S. S., R. Jana, C. W. Rice, W. Turin, and V. Tarokh. “A statistical path loss model for in-home UWB channels.” In 2002 Ieee Conference on Ultra Wideband Systems and Technologies, Uwbst 2002 Digest of Papers, 59–64, 2002. https://doi.org/10.1109/UWBST.2002.1006319.
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  - Kim, I. M., and V. Tarokh. “Variable rate sapce-time block codes in MPSK systems.” In Conference Record of the Asilomar Conference on Signals, Systems and Computers, 2:1122–26, 2002.
  - Sotiriadis, P. P., A. Chandrakasan, and V. Tarokh. “Maximum achievable energy reduction using coding with applications to deep sub-micron buses.” In Proceedings Ieee International Symposium on Circuits and Systems, Vol. 1, 2002.
  - Tarokh, V., and B. M. Hochwald. “Existence and construction of block interleavers.” In Ieee International Conference on Communications, 3:1855–57, 2002. https://doi.org/10.1109/ICC.2002.997169.
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  - Turin, W., R. Jana, S. S. Ghassemzadeh, C. W. Rice, and V. Tarokh. “Autoregressive modeling of an indoor UWB channel.” In 2002 Ieee Conference on Ultra Wideband Systems and Technologies, Uwbst 2002 Digest of Papers, 71–74, 2002. https://doi.org/10.1109/UWBST.2002.1006321.
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  - Chong, C. V., and V. Tarokh. “A simple encodable/decodable OFDM QPSK code with low peak-to-mean envelope power ratio.” In Ieee International Symposium on Information Theory Proceedings, 315, 2001.
  - Medvedev, I., and V. Tarokh. “A channel-shortening multiuser detector for DS-CDMA systems.” In Ieee Vehicular Technology Conference, 3:1834–38, 2001.
  - Paterson, K. G., and V. Tarokh. “On the existence and construction of good codes with low peak-to-average power ratios.” In Ieee International Symposium on Information Theory Proceedings, 217, 2000.
  - Jafarkhani, H., and V. Tarokh. “Image clustering using fuzzy graph theory.” In Proceedings of Spie the International Society for Optical Engineering, 3972:245–52, 2000.
  - Lo, T., and V. Tarokh. “Space-time block coding-from a physical perspective.” In Ieee Wireless Communications and Networking Conference, Wcnc, 1:150–53, 1999. https://doi.org/10.1109/WCNC.1999.797804.
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  - Tarokh, V., and H. Jafarkhani. “Algorithm for reducing the peak to average power ratio in a multicarrier communications system.” In Ieee Vts 50th Vehicular Technology Conference, Vtc 1999 Fall, 1:680–84, 1999.
  - Tarokh, V., and H. Jafarkhnni. “A differential detection scheme for transmit diversity.” In Ieee Wireless Communications and Networking Conference, Wcnc, 3:1043–47, 1999. https://doi.org/10.1109/WCNC.1999.796832.
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  - Agrawal, D., V. Tarokh, A. Naguib, and N. Seshadri. “Space-time coded OFDM for high data-rate wireless communication over wideband channels.” In Ieee Vehicular Technology Conference, 3:2232–36, 1998.
  - Jafarkhani, H., and V. Tarokh. “Multiple description trellis coded quantization.” In Ieee International Conference on Image Processing, 1:669–73, 1998.
  - Alamouti, S. M., V. Tarokh, and P. Poon. “Trellis-coded modulation and transmit diversity: Design criteria and performance evaluation.” In Icupc 1998 Ieee 1998 International Conference on Universal Personal Communications, Conference Proceedings, 1:703–7, 1998. https://doi.org/10.1109/ICUPC.1998.733058.
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  - Jafarkhani, H., and V. Tarokh. “Successively refinable trellis coded quantization.” In Data Compression Conference Proceedings, 83–92, 1998.
  - Tarokh, V., H. Jafarkhani, and A. R. Calderbank. “The application of orthogonal designs to wireless communication.” In 1998 Information Theory Workshop, Itw 1998, 46–47, 1998. https://doi.org/10.1109/ITW.1998.706408.
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  - Tarokh, V., S. M. Alamouti, and P. Poon. “New detection schemes for transmit diversity with no channel estimation.” In Icupc 1998 Ieee 1998 International Conference on Universal Personal Communications, Conference Proceedings, 2:917–20, 1998. https://doi.org/10.1109/ICUPC.1998.733643.
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  - Tarokh, V., and T. K. Y. Lo. “Principal ratio combining for fixed wireless applications when transmitter diversity is employed.” In Icupc 1998 Ieee 1998 International Conference on Universal Personal Communications, Conference Proceedings, 2:907–9, 1998. https://doi.org/10.1109/ICUPC.1998.733641.
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  - Naguib, A. F., V. Tarokh, N. Seshadri, and A. R. Colderbank. “Space-time coded modulation for high data rate wireless communications.” In Conference Record / Ieee Global Telecommunications Conference, 1:102–9, 1997.
  - Tarokh, V., A. Vardy, and K. Zeger. “Sequential decoding of lattice codes.” In Ieee International Symposium on Information Theory Proceedings, 497, 1997. https://doi.org/10.1109/ISIT.1997.613434.
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  - Tarokh, V., and A. Vardy. “Upper bounds on trellis complexity of lattices.” In Ieee International Symposium on Information Theory Proceedings, 385, 1997. https://doi.org/10.1109/ISIT.1997.613322.
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  - Tarokh, V., and I. F. Blake. “Trellis complexity versus the coding gain of lattices .2.” In Ieee Transactions on Information Theory, 42:1808–16. IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 1996.
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  - Tarokh, V., and I. F. Blake. “Trellis complexity versus the coding gain of lattices.” In Ieee International Symposium on Information Theory Proceedings, 125, 1995.
  - Cannella, Chris, Mohammadreza Soltani, and Vahid Tarokh. “Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows,” n.d.
  - Le, Cat P., Mohammadreza Soltani, Robert Ravier, and Vahid Tarokh. “Task-Aware Neural Architecture Search”, International Conference on Acoustics, Speech, and Signal Processing,” n.d.
- Datasets
  - Deng, Yang, Mohammadreza Soltani, Simiao Ren, Willie Padilla, Omar Khatib, Vahid Tarokh, Juncheng Dong, and Jordan Malof. “Data from: Benchmarking deep learning architectures for artificial electromagnetic material problems,” August 25, 2021. https://doi.org/10.7924/r4jm2bv29.
    Data Access
- Preprints
  - Venkatasubramanian, Shyam, Sandeep Gogineni, Bosung Kang, Ali Pezeshki, Muralidhar Rangaswamy, and Vahid Tarokh. “Toward Data-Driven Radar STAP,” September 6, 2022.
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  - Yang, Wenjing, Ganghua Wang, Enmao Diao, Vahid Tarokh, Jie Ding, and Yuhong Yang. “A Theoretical Understanding of Neural Network Compression from Sparse Linear Approximation,” June 11, 2022.
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  - Ng, Yuting, Ali Hasan, and Vahid Tarokh. “Inference and Sampling for Archimax Copulas,” May 27, 2022.
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  - Soltani, Mohammadreza, Suya Wu, Yuerong Li, Jie Ding, and Vahid Tarokh. “On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections,” January 26, 2022.
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  - Venkatasubramanian, Shyam, Chayut Wongkamthong, Mohammadreza Soltani, Bosung Kang, Sandeep Gogineni, Ali Pezeshki, Muralidhar Rangaswamy, and Vahid Tarokh. “Toward Data-Driven STAP Radar,” January 25, 2022.
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  - Dong, Juncheng, Suya Wu, Mohammadreza Sultani, and Vahid Tarokh. “Multi-Agent Adversarial Attacks for Multi-Channel Communications,” January 22, 2022.
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  - Momenifar, Mohammadreza, Enmao Diao, Vahid Tarokh, and Andrew D. Bragg. “A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent Flow,” January 10, 2022.
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  - Momenifar, Mohammadreza, Enmao Diao, Vahid Tarokh, and Andrew D. Bragg. “Emulating Spatio-Temporal Realizations of Three-Dimensional Isotropic Turbulence via Deep Sequence Learning Models,” December 6, 2021.
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- Data+ Project Leader. Data+. 2021 - 2022 2021 - 2022
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