PCA in Sparse Data-Dependent Noise

Vaswani, N; Narayanamurthy, P

Vaswani, N (reprint author), Iowa State Univ, Ames, IA 50011 USA.

2018 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2018; (): 641

Abstract

In recent work, we obtained finite sample guarantees for the problem of Principal Component Analysis (PCA) in non-isotropic and data-dependent noise. ......

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