Low-rank Matrix Estimation with Inhomogeneous Noise

Low-rank Matrix Estimation with Inhomogeneous Noise

11 August 2022

Florent Krzakala

Lenka Zdeborová

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Papers citing "Low-rank Matrix Estimation with Inhomogeneous Noise"

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Title
Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise Jean Barbier Francesco Camilli Marco Mondelli Yizhou Xu 84 2 0 31 May 2024
Signal-Plus-Noise Decomposition of Nonlinear Spiked Random Matrix Models Behrad Moniri Hamed Hassani 94 1 0 28 May 2024
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods Yihan Zhang Marco Mondelli 82 3 0 22 May 2024
A multiscale cavity method for sublinear-rank symmetric matrix factorization Jean Barbier Justin Ko Anas A. Rahman 63 8 0 11 Mar 2024
Fundamental limits of Non-Linear Low-Rank Matrix Estimation Pierre Mergny Justin Ko Florent Krzakala Lenka Zdeborová 90 3 0 07 Mar 2024
The Decimation Scheme for Symmetric Matrix Factorization Francesco Camilli Marc Mézard 51 14 0 31 Jul 2023
Approximate Message Passing for the Matrix Tensor Product Model Riccardo Rossetti Galen Reeves 57 8 0 27 Jun 2023
Optimal Algorithms for the Inhomogeneous Spiked Wigner Model Aleksandr Pak Justin Ko Florent Krzakala 61 10 0 13 Feb 2023
Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise Teng Fu Yuhao Liu Jean Barbier Marco Mondelli Shansuo Liang Tianqi Hou 74 1 0 07 Feb 2023
Bayes-optimal limits in structured PCA, and how to reach them Jean Barbier Francesco Camilli Marco Mondelli Manuel Sáenz 76 5 0 03 Oct 2022