Beyond Independent Measurements: General Compressed Sensing with GNN Application

30 October 2021

Papers citing "Beyond Independent Measurements: General Compressed Sensing with GNN Application"

13 / 13 papers shown

Title
Robust Compressed Sensing using Generative Models A. Jalal Liu Liu A. Dimakis Constantine Caramanis 56 40 0 16 Jun 2020
The Average-Case Time Complexity of Certifying the Restricted Isometry Property Yunzi Ding Dmitriy Kunisky Alexander S. Wein Afonso S. Bandeira 6 17 0 22 May 2020
Sub-Gaussian Matrices on Sets: Optimal Tail Dependence and Applications Halyun Jeong Xiaowei Li Y. Plan Özgür Yilmaz 57 18 0 28 Jan 2020
Compressed Sensing with Deep Image Prior and Learned Regularization Dave Van Veen A. Jalal Mahdi Soltanolkotabi Eric Price S. Vishwanath A. Dimakis 63 181 0 17 Jun 2018
Compressed Sensing using Generative Models Ashish Bora A. Jalal Eric Price A. Dimakis 147 810 0 09 Mar 2017
Universality laws for randomized dimension reduction, with applications Samet Oymak J. Tropp 79 109 0 30 Nov 2015
Convex recovery of a structured signal from independent random linear measurements J. Tropp 115 177 0 05 May 2014
Simple Error Bounds for Regularized Noisy Linear Inverse Problems Christos Thrampoulidis Samet Oymak B. Hassibi 125 23 0 25 Jan 2014
Learning without Concentration S. Mendelson 221 334 0 01 Jan 2014
The Squared-Error of Generalized LASSO: A Precise Analysis Samet Oymak Christos Thrampoulidis B. Hassibi 135 131 0 04 Nov 2013
A framework to characterize performance of LASSO algorithms M. Stojnic 267 128 0 29 Mar 2013
Robust 1-bit compressed sensing and sparse logistic regression: A convex programming approach Y. Plan Roman Vershynin 239 457 0 06 Feb 2012
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 208 1,340 0 03 Dec 2010