Nearly optimal minimax estimator for high-dimensional sparse linear regression

27 June 2012

Papers citing "Nearly optimal minimax estimator for high-dimensional sparse linear regression"

8 / 8 papers shown

Title
The minimax risk of truncated series estimators for symmetric convex polytopes Adel Javanmard Li Zhang 59 7 0 12 Jan 2012
How well can we estimate a sparse vector? Emmanuel J. Candès Mark A. Davenport 80 116 0 27 Apr 2011
$Compressed Sensing over $\ell_p$-balls: Minimax Mean Square Error$ Compressed Sensing over $\ell_p$ -balls: Minimax Mean Square Error D. Donoho Iain M. Johnstone A. Maleki Andrea Montanari 218 30 0 10 Mar 2011
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 154 317 0 16 Aug 2010
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 298 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 181 575 0 11 Oct 2009
Approximation and learning by greedy algorithms Andrew R. Barron A. Cohen W. Dahmen Ronald A. DeVore 160 320 0 12 Mar 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 386 2,527 0 07 Jan 2008