Discussion: The Dantzig selector: Statistical estimation when $p$ is
much larger than $n$

Discussion: The Dantzig selector: Statistical estimation when $p$ is much larger than $n$

21 March 2008

Robert Tibshirani

Papers citing "Discussion: The Dantzig selector: Statistical estimation when $p$ is much larger than $n$"

12 / 12 papers shown

Title
Variable Selection and Regularization via Arbitrary Rectangle-range Generalized Elastic Net Yujia Ding Qidi Peng Zhengming Song Hansen Chen 41 6 0 14 Dec 2021
A Theoretical Analysis of Sparse Recovery Stability of Dantzig Selector and LASSO Yun-Bin Zhao Duan Li 29 2 0 10 Nov 2017
A framework to characterize performance of LASSO algorithms M. Stojnic 50 128 0 29 Mar 2013
Parallelism, Uniqueness, and Large-Sample Asymptotics for the Dantzig Selector Lee H. Dicker Xihong Lin 37 11 0 20 Mar 2012
Limiting Laws of Coherence of Random Matrices with Applications to Testing Covariance Structure and Construction of Compressed Sensing Matrices Tony Cai Tiefeng Jiang 43 197 0 14 Feb 2011
An Alternating Direction Method for Finding Dantzig Selectors Zhaosong Lu Ting Kei Pong Yong Zhang 75 36 0 20 Nov 2010
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 77 3,516 0 25 Feb 2010
A Selective Overview of Variable Selection in High Dimensional Feature Space (Invited Review Article) Jianqing Fan Jinchi Lv 104 905 0 06 Oct 2009
Coherence-Based Performance Guarantees for Estimating a Sparse Vector Under Random Noise Z. Ben-Haim Yonina C. Eldar Michael Elad 60 255 0 26 Mar 2009
$On Verifiable Sufficient Conditions for Sparse Signal Recovery via $\ell_1$ Minimization$ On Verifiable Sufficient Conditions for Sparse Signal Recovery via $\ell_1$ Minimization A. Juditsky A. Nemirovski 104 142 0 16 Sep 2008
The sparsity and bias of the Lasso selection in high-dimensional linear regression Cun-Hui Zhang Jian Huang 130 863 0 07 Aug 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 107 2,515 0 07 Jan 2008