M-estimation with the Trimmed l1 Penalty

19 May 2018

Papers citing "M-estimation with the Trimmed l1 Penalty"

5 / 5 papers shown

Title
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima Po-Ling Loh Martin J. Wainwright 183 516 0 10 May 2013
A General Theory of Concave Regularization for High Dimensional Sparse Estimation Problems Cun-Hui Zhang Tong Zhang 125 340 0 25 Aug 2011
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 274 1,377 0 13 Oct 2010
On the conditions used to prove oracle results for the Lasso Sara van de Geer Peter Buhlmann 213 729 0 05 Oct 2009
$High-dimensional covariance estimation by minimizing $\ell_1$-penalized log-determinant divergence$ High-dimensional covariance estimation by minimizing $\ell_1$ -penalized log-determinant divergence Pradeep Ravikumar Martin J. Wainwright Garvesh Raskutti Bin Yu 193 874 0 21 Nov 2008