Information-theoretic bounds and phase transitions in clustering, sparse PCA, and submatrix localization

Jess Banks, Cristopher Moore, Roman Vershynin, Nicolas Verzelen, Jiaming Xu. Information-theoretic bounds and phase transitions in clustering, sparse PCA, and submatrix localization. In 2017 IEEE International Symposium on Information Theory, ISIT 2017, Aachen, Germany, June 25-30, 2017. pages 1137-1141, IEEE, 2017. [doi]

Abstract

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