Statistical Estimation: From Denoising to Sparse Regression and Hidden Cliques

19 September 2014

Papers citing "Statistical Estimation: From Denoising to Sparse Regression and Hidden Cliques"

8 / 8 papers shown

Title
Precise Error Analysis of Regularized M-estimators in High-dimensions Christos Thrampoulidis Ehsan Abbasi B. Hassibi 150 219 0 23 Jan 2016
The Squared-Error of Generalized LASSO: A Precise Analysis Samet Oymak Christos Thrampoulidis B. Hassibi 90 131 0 04 Nov 2013
High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing D. Donoho Andrea Montanari 172 221 0 28 Oct 2013
A framework to characterize performance of LASSO algorithms M. Stojnic 218 128 0 29 Mar 2013
State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling Adel Javanmard Andrea Montanari 72 261 0 21 Nov 2012
Accurate Prediction of Phase Transitions in Compressed Sensing via a Connection to Minimax Denoising D. Donoho Iain M. Johnstone Andrea Montanari 119 179 0 04 Nov 2011
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 173 1,338 0 03 Dec 2010
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 154 317 0 16 Aug 2010