Support union recovery in high-dimensional multivariate regression

5 August 2008

Papers citing "Support union recovery in high-dimensional multivariate regression"

9 / 9 papers shown

Title
The composite absolute penalties family for grouped and hierarchical variable selection P. Zhao Guilherme V. Rocha Bin Yu 154 672 0 02 Sep 2009
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 272 292 0 09 Mar 2009
The Benefit of Group Sparsity Junzhou Huang Tong Zhang 151 465 0 20 Jan 2009
Lasso-type recovery of sparse representations for high-dimensional data N. Meinshausen Bin Yu 213 879 0 01 Jun 2008
Asymptotic properties of bridge estimators in sparse high-dimensional regression models Jian Huang J. Horowitz Shuangge Ma 192 517 0 04 Apr 2008
Variable selection for the multicategory SVM via adaptive sup-norm regularization Hao Helen Zhang Yufeng Liu Yichao Wu Ji Zhu 92 80 0 26 Mar 2008
$On the $\ell_1-\ell_q$ Regularized Regression$ On the $\ell_1-\ell_q$ Regularized Regression Han Liu Jian Zhang 144 18 0 11 Feb 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 300 2,527 0 07 Jan 2008
Sparse Additive Models Pradeep Ravikumar John D. Lafferty Han Liu Larry A. Wasserman 284 571 0 28 Nov 2007