Linear regression through PAC-Bayesian truncation

1 October 2010

Papers citing "Linear regression through PAC-Bayesian truncation"

9 / 9 papers shown

Title
Robust linear least squares regression Jean-Yves Audibert O. Catoni 100 99 0 01 Oct 2010
Pac-bayesian bounds for sparse regression estimation with exponential weights Pierre Alquier Karim Lounici 108 72 0 14 Sep 2010
Challenging the empirical mean and empirical variance: a deviation study O. Catoni 125 462 0 10 Sep 2010
Mirror averaging with sparsity priors A. Dalalyan Alexandre B. Tsybakov 159 59 0 05 Mar 2010
Fast learning rates in statistical inference through aggregation Jean-Yves Audibert 102 119 0 08 Sep 2009
Sparse Regression Learning by Aggregation and Langevin Monte-Carlo A. Dalalyan Alexandre B. Tsybakov 161 179 0 06 Mar 2009
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity A. Dalalyan Alexandre B. Tsybakov 147 176 0 19 Mar 2008
PAC-Bayesian Bounds for Randomized Empirical Risk Minimizers Pierre Alquier 208 58 0 11 Dec 2007
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 250 458 0 03 Dec 2007