High-dimensional generalized linear models and the lasso

4 April 2008

Papers citing "High-dimensional generalized linear models and the lasso"

15 / 65 papers shown

Title
Adaptive Dantzig density estimation Karine Bertin E. L. Pennec Vincent Rivoirard 106 45 0 06 May 2009
SCAD-penalized regression in high-dimensional partially linear models Huiliang Xie Jian Huang 70 200 0 31 Mar 2009
Sure independence screening in generalized linear models with NP-dimensionality Jianqing Fan Rui Song 62 633 0 30 Mar 2009
Sparse Regression Learning by Aggregation and Langevin Monte-Carlo A. Dalalyan Alexandre B. Tsybakov 99 178 0 06 Mar 2009
SPADES and mixture models F. Bunea Alexandre B. Tsybakov M. Wegkamp Adrian Barbu 90 63 0 14 Jan 2009
Sparse recovery under matrix uncertainty M. Rosenbaum Alexandre B. Tsybakov 82 166 0 15 Dec 2008
P-values for high-dimensional regression N. Meinshausen L. Meier Peter Buhlmann 61 439 0 13 Nov 2008
$Honest variable selection in linear and logistic regression models via $\ell_1$ and $\ell_1+\ell_2$ penalization$ Honest variable selection in linear and logistic regression models via $\ell_1$ and $\ell_1+\ell_2$ penalization F. Bunea 70 145 0 29 Aug 2008
Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models H. Zou Runze Li 92 1,225 0 07 Aug 2008
Discussion: One-step sparse estimates in nonconcave penalized likelihood models: Who cares if it is a white cat or a black Cat? X. Meng 91 6 0 07 Aug 2008
The sparsity and bias of the Lasso selection in high-dimensional linear regression Cun-Hui Zhang Jian Huang 113 866 0 07 Aug 2008
Elastic-Net Regularization in Learning Theory C. D. Mol E. De Vito Lorenzo Rosasco OOD CML 110 305 0 22 Jul 2008
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 177 482 0 25 Jun 2008
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity A. Dalalyan Alexandre B. Tsybakov 97 176 0 19 Mar 2008
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 95 469 0 23 May 2007