Model-Consistent Sparse Estimation through the Bootstrap

21 January 2009

Papers citing "Model-Consistent Sparse Estimation through the Bootstrap"

9 / 9 papers shown

Title
Some sharp performance bounds for least squares regression with $L_1$ regularization Tong Zhang 132 268 0 20 Aug 2009
Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning Francis R. Bach BDL 101 250 0 09 Sep 2008
The sparsity and bias of the Lasso selection in high-dimensional linear regression Cun-Hui Zhang Jian Huang 318 869 0 07 Aug 2008
Lasso-type recovery of sparse representations for high-dimensional data N. Meinshausen Bin Yu 278 879 0 01 Jun 2008
Bolasso: model consistent Lasso estimation through the bootstrap Francis R. Bach 70 450 0 08 Apr 2008
Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators Karim Lounici 272 241 0 30 Jan 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 370 2,527 0 07 Jan 2008
Pathwise coordinate optimization J. Friedman Trevor Hastie Holger Hofling Robert Tibshirani 205 2,052 0 10 Aug 2007
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 378 470 0 23 May 2007