Aggregation of Affine Estimators

Aggregation of Affine Estimators

12 November 2013

Philippe Rigollet

Tong Zhang

Papers citing "Aggregation of Affine Estimators"

14 / 14 papers shown

Title
Optimal learning with $Q$ -aggregation Guillaume Lecué Philippe Rigollet FedML 88 47 0 25 Jan 2013
General nonexact oracle inequalities for classes with a subexponential envelope Guillaume Lecué S. Mendelson 70 22 0 05 Jun 2012
Deviation optimal learning using greedy Q-aggregation Dong Dai Philippe Rigollet Tong Zhang 60 68 0 12 Mar 2012
Sparse Estimation by Exponential Weighting Philippe Rigollet Alexandre B. Tsybakov 137 121 0 25 Aug 2011
$Adaptive Minimax Estimation over Sparse $\ell_q$-Hulls$ Adaptive Minimax Estimation over Sparse $\ell_q$ -Hulls Zhan Wang S. Paterlini Frank Gao Yuhong Yang 99 14 0 09 Aug 2011
Sharp Oracle Inequalities for Aggregation of Affine Estimators A. Dalalyan Joseph Salmon 95 85 0 20 Apr 2011
Pac-bayesian bounds for sparse regression estimation with exponential weights Pierre Alquier Karim Lounici 108 72 0 14 Sep 2010
Exponential Screening and optimal rates of sparse estimation Philippe Rigollet Alexandre B. Tsybakov 164 242 0 12 Mar 2010
Kullback-Leibler aggregation and misspecified generalized linear models Philippe Rigollet FedML 101 82 0 16 Nov 2009
$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 181 575 0 11 Oct 2009
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity A. Dalalyan Alexandre B. Tsybakov 147 176 0 19 Mar 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 388 2,527 0 07 Jan 2008
Mixing Least-Squares Estimators when the Variance is Unknown Christophe Giraud 109 27 0 02 Nov 2007
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 396 470 0 23 May 2007