Mutual Information in Rank-One Matrix Estimation

Mutual Information in Rank-One Matrix Estimation

28 March 2016

Florent Krzakala

Jiaming Xu

Lenka Zdeborová

Papers citing "Mutual Information in Rank-One Matrix Estimation"

10 / 10 papers shown

Title
Subexponential-Time Algorithms for Sparse PCA Yunzi Ding Dmitriy Kunisky Alexander S. Wein Afonso S. Bandeira 62 58 0 26 Jul 2019
Statistical physics of inference: Thresholds and algorithms Lenka Zdeborová Florent Krzakala AI4CE 39 422 0 08 Nov 2015
Submatrix localization via message passing Bruce Hajek Yihong Wu Jiaming Xu 40 26 0 30 Oct 2015
Asymptotic Mutual Information for the Two-Groups Stochastic Block Model Y. Deshpande Emmanuel Abbe Andrea Montanari 53 56 0 30 Jul 2015
MMSE of probabilistic low-rank matrix estimation: Universality with respect to the output channel T. Lesieur Florent Krzakala Lenka Zdeborová 53 108 0 14 Jul 2015
Phase Transitions in Sparse PCA T. Lesieur Florent Krzakala Lenka Zdeborova 82 82 0 01 Mar 2015
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions Bruce Hajek Yihong Wu Jiaming Xu 124 137 0 26 Feb 2015
Spectral Detection in the Censored Block Model Alaa Saade Florent Krzakala Marc Lelarge Lenka Zdeborová 49 51 0 31 Jan 2015
Information-theoretically Optimal Sparse PCA Y. Deshpande Andrea Montanari 54 140 0 10 Feb 2014
Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and Submatrices Yudong Chen Jiaming Xu 147 213 0 06 Feb 2014