The constrained Dantzig selector with enhanced consistency

11 May 2016

Papers citing "The constrained Dantzig selector with enhanced consistency"

12 / 12 papers shown

Title
Asymptotic properties for combined $L_1$ and concave regularization Yingying Fan Jinchi Lv 99 30 0 11 May 2016
Tuning parameter selection in high dimensional penalized likelihood Yingying Fan C. Tang 39 327 0 11 May 2016
Asymptotic equivalence of regularization methods in thresholded parameter space Yingying Fan Jinchi Lv 100 54 0 11 May 2016
High dimensional thresholded regression and shrinkage effect Zemin Zheng Yingying Fan Jinchi Lv 91 69 0 11 May 2016
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 271 1,377 0 13 Oct 2010
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 268 3,543 0 25 Feb 2010
$Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls$ Minimax rates of estimation for high-dimensional linear regression over $\ell_q$ -balls Garvesh Raskutti Martin J. Wainwright Bin Yu 153 575 0 11 Oct 2009
Non-Concave Penalized Likelihood with NP-Dimensionality Jianqing Fan Jinchi Lv 145 402 0 06 Oct 2009
A unified approach to model selection and sparse recovery using regularized least squares Jinchi Lv Yingying Fan 133 359 0 21 May 2009
High-dimensional generalized linear models and the lasso Sara van de Geer 404 755 0 04 Apr 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 300 2,527 0 07 Jan 2008
Enhancing Sparsity by Reweighted L1 Minimization Emmanuel J. Candes M. Wakin Stephen P. Boyd 159 5,027 0 10 Nov 2007