Asymptotic behavior of unregularized and ridge-regularized high-dimensional robust regression estimators : rigorous results

11 November 2013

Papers citing "Asymptotic behavior of unregularized and ridge-regularized high-dimensional robust regression estimators : rigorous results"

6 / 6 papers shown

Title
A Random Matrix Approach to Neural Networks Cosme Louart Zhenyu Liao Romain Couillet 54 161 0 17 Feb 2017
Precise Error Analysis of Regularized M-estimators in High-dimensions Christos Thrampoulidis Ehsan Abbasi B. Hassibi 140 219 0 23 Jan 2016
Statistical Mechanics of High-Dimensional Inference Madhu S. Advani Surya Ganguli 69 53 0 18 Jan 2016
High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing D. Donoho Andrea Montanari 160 221 0 28 Oct 2013
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 150 317 0 16 Aug 2010
Message Passing Algorithms for Compressed Sensing D. Donoho A. Maleki Andrea Montanari 102 2,352 0 21 Jul 2009