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Information-Theoretic Bounds and Phase Transitions in Clustering, Sparse PCA, and Submatrix Localization

Publication ,  Journal Article
Banks, J; Moore, C; Vershynin, R; Verzelen, N; Xu, J
Published in: IEEE Transactions on Information Theory
July 2018
Published version (DOI) Publisher Link

Duke Scholars

Jiaming Xu
Author Jiaming Xu Fuqua School of Business
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Published In

IEEE Transactions on Information Theory

DOI

10.1109/tit.2018.2810020

EISSN

1557-9654

ISSN

0018-9448

Publication Date

July 2018

Volume

64

Issue

7

Start / End Page

4872 / 4894

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Related Subject Headings

  • Networking & Telecommunications
  • 1005 Communications Technologies
  • 0906 Electrical and Electronic Engineering
  • 0801 Artificial Intelligence and Image Processing
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Banks, J., Moore, C., Vershynin, R., Verzelen, N., & Xu, J. (2018). Information-Theoretic Bounds and Phase Transitions in Clustering, Sparse PCA, and Submatrix Localization. IEEE Transactions on Information Theory, 64(7), 4872–4894. https://doi.org/10.1109/tit.2018.2810020
Banks, Jess, Cristopher Moore, Roman Vershynin, Nicolas Verzelen, and Jiaming Xu. “Information-Theoretic Bounds and Phase Transitions in Clustering, Sparse PCA, and Submatrix Localization.” IEEE Transactions on Information Theory 64, no. 7 (July 2018): 4872–94. https://doi.org/10.1109/tit.2018.2810020.
Banks J, Moore C, Vershynin R, Verzelen N, Xu J. Information-Theoretic Bounds and Phase Transitions in Clustering, Sparse PCA, and Submatrix Localization. IEEE Transactions on Information Theory. 2018 Jul;64(7):4872–94.
Banks, Jess, et al. “Information-Theoretic Bounds and Phase Transitions in Clustering, Sparse PCA, and Submatrix Localization.” IEEE Transactions on Information Theory, vol. 64, no. 7, Institute of Electrical and Electronics Engineers (IEEE), July 2018, pp. 4872–94. Crossref, doi:10.1109/tit.2018.2810020.
Banks J, Moore C, Vershynin R, Verzelen N, Xu J. Information-Theoretic Bounds and Phase Transitions in Clustering, Sparse PCA, and Submatrix Localization. IEEE Transactions on Information Theory. Institute of Electrical and Electronics Engineers (IEEE); 2018 Jul;64(7):4872–4894.

Published In

IEEE Transactions on Information Theory

DOI

10.1109/tit.2018.2810020

EISSN

1557-9654

ISSN

0018-9448

Publication Date

July 2018

Volume

64

Issue

7

Start / End Page

4872 / 4894

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Related Subject Headings

  • Networking & Telecommunications
  • 1005 Communications Technologies
  • 0906 Electrical and Electronic Engineering
  • 0801 Artificial Intelligence and Image Processing