PAC-Bayesian aggregation and multi-armed bandits

15 November 2010

Papers citing "PAC-Bayesian aggregation and multi-armed bandits"

20 / 20 papers shown

Title
$Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls$ Minimax rates of estimation for high-dimensional linear regression over $\ell_q$ -balls Garvesh Raskutti Martin J. Wainwright Bin Yu 220 575 0 11 Oct 2009
High confidence estimates of the mean of heavy-tailed real random variables O. Catoni 110 9 0 29 Sep 2009
Fast learning rates in statistical inference through aggregation Jean-Yves Audibert 123 119 0 08 Sep 2009
Empirical Bernstein Bounds and Sample Variance Penalization Andreas Maurer Massimiliano Pontil 410 545 0 21 Jul 2009
Structured Variable Selection with Sparsity-Inducing Norms Rodolphe Jenatton Jean-Yves Audibert Francis R. Bach 219 607 0 22 Apr 2009
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 335 292 0 09 Mar 2009
Sparse Regression Learning by Aggregation and Langevin Monte-Carlo A. Dalalyan Alexandre B. Tsybakov 185 180 0 06 Mar 2009
Risk bounds in linear regression through PAC-Bayesian truncation Jean-Yves Audibert O. Catoni 114 13 0 10 Feb 2009
The Benefit of Group Sparsity Junzhou Huang Tong Zhang 218 466 0 20 Jan 2009
Characterizing Truthful Multi-Armed Bandit Mechanisms Moshe Babaioff Yogeshwer Sharma Aleksandrs Slivkins 118 160 0 12 Dec 2008
Multi-Armed Bandits in Metric Spaces Robert D. Kleinberg Aleksandrs Slivkins E. Upfal 402 467 0 29 Sep 2008
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 367 481 0 25 Jun 2008
Lasso-type recovery of sparse representations for high-dimensional data N. Meinshausen Bin Yu 475 882 0 01 Jun 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 632 756 0 04 Apr 2008
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity A. Dalalyan Alexandre B. Tsybakov 149 176 0 19 Mar 2008
Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators Karim Lounici 496 243 0 30 Jan 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 306 461 0 03 Dec 2007
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 510 362 0 19 Oct 2007
Fast learning rates for plug-in classifiers Jean-Yves Audibert Alexandre B. Tsybakov 581 469 0 17 Aug 2007