https://orcid.org/0000-0001-5521-4397
Research Interests
Information theory, communications, probabilistic graphical models, machine learning, and deep neural networks
Selected Grants
QLCI - CI: Institute for Robust Quantum Simulation
ResearchCo-Principal Investigator · Awarded by University of Maryland, College Park · 2021 - 2026CIF: Medium: Coding Theory for DNA Storage: Synthesis, Retention, and Reconstruction
ResearchPrincipal Investigator · Awarded by University of California - San Diego · 2022 - 2026Collaborative Research: NSF-BSF CIF: Small: Neural Estimation of Statistical Divergences: Theoretical Foundations and Applications to Communication Systems
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2023 - 2026Simplifying quantum characterization through physical symmetries, machine learning, and a top-down approach,
ResearchCo-Principal Investigator · Awarded by Army Research Office · 2020 - 2025Collaborative Research: CIF: Medium: QODED: Quantum codes Optimized for the Dynamics between Encoded Computation and Decoding using Classical Coding Techniques
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2021 - 2024CIF: Small: Improving Quantum Computing and Classical Communication using Discrete Sets of Unitary Matrices
ResearchCo Investigator · Awarded by National Science Foundation · 2019 - 2023HDR TRIPODS: Innovations in Data Science: Integrating Stochastic Modeling, Data Representation, and Algorithms
ResearchSenior Investigator · Awarded by National Science Foundation · 2019 - 2023FET: Small: Efficient Inference Tools for Quantum Systems: Algorithms, Applications, and Analysis
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2019 - 2023CIF: Small: Capacity via Symmetry
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2017 - 2021Collaborative Research: Advanced Coding Techniques for Next-Generation Optical Communications
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2016 - 2019CIF:Small: Design and Analysis of Spatially-Coupled Coding Systems
ResearchPrincipal Investigator · Awarded by Texas A&M University · 2015 - 2017CIF: Small: Collaborative Research: Design and Analysis of Novel Compressed Sensing Algorithms via Connections with Coding Theory
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2014 - 2016Request for Support for U.S. Participants of the 2015 Workshop on Sensing and Analysis of High-Demensional Data
ConferencePrincipal Investigator · Awarded by National Science Foundation · 2015 - 2016External Relationships
- Karlsruhe Institute of Technology
- Technical University of Munich
- University of Vienna
This faculty member (or a member of their immediate family) has reported outside activities with the companies, institutions, or organizations listed above. This information is available to institutional leadership and, when appropriate, management plans are in place to address potential conflicts of interest.