Linear regression through PAC-Bayesian truncation

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Linear regression through PAC-Bayesian truncation

1 October 2010

Jean-Yves Audibert

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Papers citing "Linear regression through PAC-Bayesian truncation"

9 / 9 papers shown

Title
Robust linear least squares regression Jean-Yves Audibert O. Catoni 152 98 0 01 Oct 2010
Pac-bayesian bounds for sparse regression estimation with exponential weights Pierre Alquier Karim Lounici 118 73 0 14 Sep 2010
Challenging the empirical mean and empirical variance: a deviation study O. Catoni 172 466 0 10 Sep 2010
Mirror averaging with sparsity priors A. Dalalyan Alexandre B. Tsybakov 195 59 0 05 Mar 2010
Fast learning rates in statistical inference through aggregation Jean-Yves Audibert 123 119 0 08 Sep 2009
Sparse Regression Learning by Aggregation and Langevin Monte-Carlo A. Dalalyan Alexandre B. Tsybakov 178 180 0 06 Mar 2009
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity A. Dalalyan Alexandre B. Tsybakov 149 176 0 19 Mar 2008
PAC-Bayesian Bounds for Randomized Empirical Risk Minimizers Pierre Alquier 225 58 0 11 Dec 2007
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 306 460 0 03 Dec 2007