Statistical inference in compound functional models

31 August 2012

Papers citing "Statistical inference in compound functional models"

19 / 19 papers shown

Title
On the optimality of the aggregate with exponential weights for low temperatures Guillaume Lecué S. Mendelson 52 18 0 21 Mar 2013
Sparsity in multiple kernel learning V. Koltchinskii M. Yuan 162 191 0 13 Nov 2012
Nonparametric sparsity and regularization Lorenzo Rosasco S. Villa S. Mosci M. Santoro A. Verri 103 102 0 13 Aug 2012
Deviation optimal learning using greedy Q-aggregation Dong Dai Philippe Rigollet Tong Zhang 57 68 0 12 Mar 2012
Sparse Estimation by Exponential Weighting Philippe Rigollet Alexandre B. Tsybakov 125 121 0 25 Aug 2011
Tight conditions for consistency of variable selection in the context of high dimensionality L. Comminges A. Dalalyan 119 66 0 21 Jun 2011
Sparse Volterra and Polynomial Regression Models: Recoverability and Estimation V. Kekatos G. Giannakis 65 73 0 03 Mar 2011
Tight conditions for consistent variable selection in high dimensional nonparametric regression L. Comminges A. Dalalyan 96 15 0 17 Feb 2011
Detection of sparse additive functions G. Gayraud Yu. I. Ingster 58 15 0 29 Nov 2010
Minimax-optimal rates for sparse additive models over kernel classes via convex programming Garvesh Raskutti Martin J. Wainwright Bin Yu 104 287 0 21 Aug 2010
Exponential Screening and optimal rates of sparse estimation Philippe Rigollet Alexandre B. Tsybakov 160 242 0 12 Mar 2010
High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learning Francis R. Bach BDL 166 74 0 04 Sep 2009
Asymptotic equivalence of spectral density estimation and gaussian white noise G. Golubev M. Nussbaum Harrison H. Zhou 130 51 0 07 Mar 2009
Sparse Regression Learning by Aggregation and Langevin Monte-Carlo A. Dalalyan Alexandre B. Tsybakov 158 179 0 06 Mar 2009
Selection of variables and dimension reduction in high-dimensional non-parametric regression Karine Bertin Guillaume Lecué 72 50 0 07 Nov 2008
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 309 481 0 25 Jun 2008
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity A. Dalalyan Alexandre B. Tsybakov 147 176 0 19 Mar 2008
Hierarchical selection of variables in sparse high-dimensional regression Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 187 38 0 08 Jan 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 367 2,527 0 07 Jan 2008