Optimal exponential bounds for aggregation of estimators for the Kullback-Leibler loss

21 January 2016

Papers citing "Optimal exponential bounds for aggregation of estimators for the Kullback-Leibler loss"

9 / 9 papers shown

Title
Fast adaptive estimation of log-additive exponential models in Kullback-Leibler divergence C. Butucea Jean-François Delmas A. Dutfoy Richard Fischer 36 4 0 21 Apr 2016
Optimal exponential bounds for aggregation of density estimators Pierre C. Bellec 101 17 0 15 May 2014
Aggregation of Affine Estimators Dong Dai Philippe Rigollet Lucy Xia Tong Zhang FedML 93 36 0 12 Nov 2013
Deviation optimal learning using greedy Q-aggregation Dong Dai Philippe Rigollet Tong Zhang 89 69 0 12 Mar 2012
Sharp Oracle Inequalities for Aggregation of Affine Estimators A. Dalalyan Joseph Salmon 148 85 0 20 Apr 2011
Adaptive estimation of spectral densities via wavelet thresholding and information projection Jérémie Bigot R. B. Lirio Jean-Michel Loubes Lilian Muñiz Alvarez 80 5 0 10 Dec 2009
Kullback-Leibler aggregation and misspecified generalized linear models Philippe Rigollet FedML 169 82 0 16 Nov 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