Optimal prediction for sparse linear models? Lower bounds for coordinate-separable M-estimators

11 March 2015

Papers citing "Optimal prediction for sparse linear models? Lower bounds for coordinate-separable M-estimators"

5 / 5 papers shown

Title
Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives Hussein Hazimeh Rahul Mazumder P. Radchenko 37 27 0 14 Apr 2021
Subset Selection with Shrinkage: Sparse Linear Modeling when the SNR is low Rahul Mazumder P. Radchenko Antoine Dedieu 15 57 0 10 Aug 2017
Approximate $l_0$ -penalized estimation of piecewise-constant signals on graphs Z. Fan Leying Guan 31 21 0 04 Mar 2017
Bayesian Sparse Linear Regression with Unknown Symmetric Error Minwoo Chae Lizhen Lin David B. Dunson 33 15 0 06 Aug 2016
Support recovery without incoherence: A case for nonconvex regularization Po-Ling Loh Martin J. Wainwright 42 166 0 17 Dec 2014