Simple Bounds for Noisy Linear Inverse Problems with Exact Side Information

2 December 2013

Papers citing "Simple Bounds for Noisy Linear Inverse Problems with Exact Side Information"

9 / 9 papers shown

Title
High-Dimensional Estimation of Structured Signals from Non-Linear Observations with General Convex Loss Functions Martin Genzel 256 45 0 10 Feb 2016
The Squared-Error of Generalized LASSO: A Precise Analysis Samet Oymak Christos Thrampoulidis B. Hassibi 86 131 0 04 Nov 2013
Corrupted Sensing: Novel Guarantees for Separating Structured Signals Rina Foygel Lester W. Mackey 85 117 0 11 May 2013
A framework to characterize performance of LASSO algorithms M. Stojnic 214 128 0 29 Mar 2013
Guarantees of Total Variation Minimization for Signal Recovery Jian-Feng Cai Weiyu Xu 147 45 0 28 Jan 2013
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 161 1,338 0 03 Dec 2010
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 170 663 0 29 Nov 2010
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 312 1,377 0 13 Oct 2010
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 150 317 0 16 Aug 2010