A General Theory of Concave Regularization for High Dimensional Sparse
Estimation Problems

A General Theory of Concave Regularization for High Dimensional Sparse Estimation Problems

25 August 2011

Tong Zhang

Papers citing "A General Theory of Concave Regularization for High Dimensional Sparse Estimation Problems"

15 / 15 papers shown

Title
Understanding Best Subset Selection: A Tale of Two C(omplex)ities Saptarshi Roy Ambuj Tewari Ziwei Zhu 125 0 0 16 Jan 2023
Multi-stage Convex Relaxation for Feature Selection Tong Zhang 94 112 0 03 Jun 2011
Scaled Sparse Linear Regression Tingni Sun Cun-Hui Zhang 153 507 0 24 Apr 2011
Square-Root Lasso: Pivotal Recovery of Sparse Signals via Conic Programming A. Belloni Victor Chernozhukov Lie Wang 136 672 0 28 Sep 2010
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 305 3,557 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 193 575 0 11 Oct 2009
On the conditions used to prove oracle results for the Lasso Sara van de Geer Peter Buhlmann 237 731 0 05 Oct 2009
The Dantzig selector and sparsity oracle inequalities V. Koltchinskii 218 134 0 04 Sep 2009
Some sharp performance bounds for least squares regression with $L_1$ regularization Tong Zhang 132 270 0 20 Aug 2009
Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models H. Zou Runze Li 241 1,234 0 07 Aug 2008
The sparsity and bias of the Lasso selection in high-dimensional linear regression Cun-Hui Zhang Jian Huang 368 869 0 07 Aug 2008
Lasso-type recovery of sparse representations for high-dimensional data N. Meinshausen Bin Yu 350 881 0 01 Jun 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 508 755 0 04 Apr 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 425 2,529 0 07 Jan 2008
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 440 472 0 23 May 2007

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.