Sparse Estimation by Exponential Weighting

25 August 2011

Papers citing "Sparse Estimation by Exponential Weighting"

11 / 61 papers shown

Title
Optimal learning with $Q$ -aggregation Guillaume Lecué Philippe Rigollet FedML 43 47 0 25 Jan 2013
Ordered Smoothers With Exponential Weighting E. Chernousova Yu. Golubev Katerina Krymova 37 14 0 18 Nov 2012
Statistical inference in compound functional models A. Dalalyan Yu. I. Ingster Alexandre B. Tsybakov 58 25 0 31 Aug 2012
Variable Selection with Exponential Weights and $l_0$ -Penalization E. Arias-Castro Karim Lounici 62 8 0 13 Aug 2012
PAC-Bayesian Estimation and Prediction in Sparse Additive Models Benjamin Guedj Pierre Alquier 102 47 0 06 Aug 2012
Deviation optimal learning using greedy Q-aggregation Dong Dai Philippe Rigollet Tong Zhang 26 68 0 12 Mar 2012
Sharp Oracle Inequalities for Aggregation of Affine Estimators A. Dalalyan Joseph Salmon 51 85 0 20 Apr 2011
The Slope Heuristics in Heteroscedastic Regression Adrien Saumard 107 8 0 06 Apr 2011
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 125 379 0 11 Jul 2010
Mirror averaging with sparsity priors A. Dalalyan Alexandre B. Tsybakov 102 59 0 05 Mar 2010
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 148 454 0 03 Dec 2007