Empirical risk minimization is optimal for the convex aggregation problem

16 December 2013

Papers citing "Empirical risk minimization is optimal for the convex aggregation problem"

7 / 7 papers shown

Title
$Adaptive Minimax Estimation over Sparse $\ell_q$-Hulls$ Adaptive Minimax Estimation over Sparse $\ell_q$ -Hulls Zhan Wang S. Paterlini Frank Gao Yuhong Yang 162 14 0 09 Aug 2011
Sharper lower bounds on the performance of the empirical risk minimization algorithm Guillaume Lecué S. Mendelson 84 14 0 24 Feb 2011
Exponential Screening and optimal rates of sparse estimation Philippe Rigollet Alexandre B. Tsybakov 212 242 0 12 Mar 2010
Kullback-Leibler aggregation and misspecified generalized linear models Philippe Rigollet FedML 169 82 0 16 Nov 2009
Fast learning rates in statistical inference through aggregation Jean-Yves Audibert 137 119 0 08 Sep 2009
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity A. Dalalyan Alexandre B. Tsybakov 163 176 0 19 Mar 2008
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 518 362 0 19 Oct 2007