Tight conditions for consistent variable selection in high dimensional nonparametric regression

17 February 2011

Papers citing "Tight conditions for consistent variable selection in high dimensional nonparametric regression"

13 / 13 papers shown

Title
Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem James G. Scott J. Berger 132 582 0 10 Nov 2010
$High-dimensional Ising model selection using ${\ell_1}$-regularized logistic regression$ High-dimensional Ising model selection using ${\ell_1}$ -regularized logistic regression Pradeep Ravikumar Martin J. Wainwright John D. Lafferty 232 957 0 02 Oct 2010
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 250 382 0 11 Jul 2010
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 305 3,557 0 25 Feb 2010
High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learning Francis R. Bach BDL 169 74 0 04 Sep 2009
The composite absolute penalties family for grouped and hierarchical variable selection P. Zhao Guilherme V. Rocha Bin Yu 188 673 0 02 Sep 2009
Dimension reduction and variable selection in case control studies via regularized likelihood optimization F. Bunea Adrian Barbu 95 21 0 13 May 2009
Structured Variable Selection with Sparsity-Inducing Norms Rodolphe Jenatton Jean-Yves Audibert Francis R. Bach 185 607 0 22 Apr 2009
Feature selection by Higher Criticism thresholding: optimal phase diagram D. Donoho Jiashun Jin 103 86 0 11 Dec 2008
Selection of variables and dimension reduction in high-dimensional non-parametric regression Karine Bertin Guillaume Lecué 81 50 0 07 Nov 2008
Support union recovery in high-dimensional multivariate regression G. Obozinski Martin J. Wainwright Michael I. Jordan 207 323 0 05 Aug 2008
Rodeo: Sparse, greedy nonparametric regression John D. Lafferty Larry A. Wasserman 156 137 0 12 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