Approximate Message Passing algorithms for rotationally invariant matrices

27 August 2020

Papers citing "Approximate Message Passing algorithms for rotationally invariant matrices"

22 / 22 papers shown

Title
A unifying tutorial on Approximate Message Passing Oliver Y. Feng R. Venkataramanan Cynthia Rush R. Samworth 27 86 0 05 May 2021
A Dynamical Mean-Field Theory for Learning in Restricted Boltzmann Machines Burak Çakmak Manfred Opper AI4CE 36 11 0 04 May 2020
Universality of Approximate Message Passing Algorithms Wei-Kuo Chen Wai-Kit Lam 39 35 0 23 Mar 2020
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing Zhiqi Bu Jason M. Klusowski Cynthia Rush Weijie Su 48 43 0 17 Jul 2019
Memory-free dynamics for the TAP equations of Ising models with arbitrary rotation invariant ensembles of random coupling matrices Burak Çakmak Manfred Opper 24 20 0 24 Jan 2019
A modern maximum-likelihood theory for high-dimensional logistic regression Pragya Sur Emmanuel J. Candes 47 287 0 19 Mar 2018
Estimation of Low-Rank Matrices via Approximate Message Passing Andrea Montanari R. Venkataramanan 49 86 0 06 Nov 2017
The Likelihood Ratio Test in High-Dimensional Logistic Regression Is Asymptotically a Rescaled Chi-Square Pragya Sur Yuxin Chen Emmanuel J. Candès 46 81 0 05 Jun 2017
Learned D-AMP: Principled Neural Network based Compressive Image Recovery Christopher A. Metzler Ali Mousavi Richard G. Baraniuk 48 285 0 21 Apr 2017
Message-passing algorithms for synchronization problems over compact groups Amelia Perry Alexander S. Wein Afonso S. Bandeira Ankur Moitra 58 83 0 14 Oct 2016
Onsager-corrected deep learning for sparse linear inverse problems M. Borgerding Philip Schniter 53 92 0 20 Jul 2016
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula Jean Barbier M. Dia N. Macris Florent Krzakala T. Lesieur Lenka Zdeborova 61 172 0 13 Jun 2016
Expectation Consistent Approximate Inference: Generalizations and Convergence A. Fletcher Mojtaba Sahraee-Ardakan S. Rangan P. Schniter 21 69 0 25 Feb 2016
False Discoveries Occur Early on the Lasso Path Weijie Su M. Bogdan Emmanuel Candes 109 180 0 05 Nov 2015
Consistent Parameter Estimation for LASSO and Approximate Message Passing Ali Mousavi A. Maleki Richard G. Baraniuk 40 58 0 03 Nov 2015
Non-negative Principal Component Analysis: Message Passing Algorithms and Sharp Asymptotics Andrea Montanari E. Richard 63 106 0 18 Jun 2014
Information-theoretically Optimal Sparse PCA Y. Deshpande Andrea Montanari 62 140 0 10 Feb 2014
High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing D. Donoho Andrea Montanari 146 221 0 28 Oct 2013
State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling Adel Javanmard Andrea Montanari 61 261 0 21 Nov 2012
Information-Theoretically Optimal Compressed Sensing via Spatial Coupling and Approximate Message Passing D. Donoho Adel Javanmard Andrea Montanari 145 200 0 04 Dec 2011
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 139 317 0 16 Aug 2010
Message Passing Algorithms for Compressed Sensing D. Donoho A. Maleki Andrea Montanari 100 2,352 0 21 Jul 2009