Approximate Message Passing for orthogonally invariant ensembles:
Multivariate non-linearities and spectral initialization

v1v2 (latest)

Approximate Message Passing for orthogonally invariant ensembles: Multivariate non-linearities and spectral initialization

5 October 2021

Tianhao Wang

ArXiv (abs)PDF HTML

Papers citing "Approximate Message Passing for orthogonally invariant ensembles: Multivariate non-linearities and spectral initialization"

10 / 10 papers shown

Title
PCA Initialization for Approximate Message Passing in Rotationally Invariant Models Marco Mondelli R. Venkataramanan 82 19 0 04 Jun 2021
Approximate Message Passing with Spectral Initialization for Generalized Linear Models Marco Mondelli R. Venkataramanan 62 39 0 07 Oct 2020
Approximate Message Passing algorithms for rotationally invariant matrices Z. Fan 33 70 0 27 Aug 2020
Universality of Approximate Message Passing Algorithms Wei-Kuo Chen Wai-Kit Lam 58 36 0 23 Mar 2020
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing Zhiqi Bu Jason M. Klusowski Cynthia Rush Weijie Su 57 43 0 17 Jul 2019
Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models Jean Barbier Florent Krzakala N. Macris Léo Miolane Lenka Zdeborová 82 268 0 10 Aug 2017
Information-theoretically Optimal Sparse PCA Y. Deshpande Andrea Montanari 95 144 0 10 Feb 2014
High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing D. Donoho Andrea Montanari 229 222 0 28 Oct 2013
State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling Adel Javanmard Andrea Montanari 75 265 0 21 Nov 2012
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 186 319 0 16 Aug 2010

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.