Optimal Kullback-Leibler Aggregation in Mixture Density Estimation by Maximum Likelihood

18 January 2017

Papers citing "Optimal Kullback-Leibler Aggregation in Mixture Density Estimation by Maximum Likelihood"

14 / 14 papers shown

Title
On the prediction loss of the lasso in the partially labeled setting Pierre C. Bellec A. Dalalyan Edwin Grappin Q. Paris 65 31 0 20 Jun 2016
Estimation of low rank density matrices: bounds in Schatten norms and other distances Dong Xia V. Koltchinskii 52 17 0 15 Apr 2016
Optimal exponential bounds for aggregation of estimators for the Kullback-Leibler loss C. Butucea Jean-François Delmas A. Dutfoy Richard Fischer FedML 117 14 0 21 Jan 2016
Optimal exponential bounds for aggregation of density estimators Pierre C. Bellec 101 17 0 15 May 2014
Empirical risk minimization is optimal for the convex aggregation problem Guillaume Lecué 104 26 0 16 Dec 2013
Deviation optimal learning using greedy Q-aggregation Dong Dai Philippe Rigollet Tong Zhang 89 69 0 12 Mar 2012
Exponential Screening and optimal rates of sparse estimation Philippe Rigollet Alexandre B. Tsybakov 212 242 0 12 Mar 2010
Mirror averaging with sparsity priors A. Dalalyan Alexandre B. Tsybakov 228 59 0 05 Mar 2010
Kullback-Leibler aggregation and misspecified generalized linear models Philippe Rigollet FedML 169 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 228 575 0 11 Oct 2009
On the conditions used to prove oracle results for the Lasso Sara van de Geer Peter Buhlmann 286 733 0 05 Oct 2009
Adaptive Dantzig density estimation Karine Bertin E. L. Pennec Vincent Rivoirard 189 45 0 06 May 2009
SPADES and mixture models F. Bunea Alexandre B. Tsybakov M. Wegkamp Adrian Barbu 142 63 0 14 Jan 2009
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 518 362 0 19 Oct 2007