The noise barrier and the large signal bias of the Lasso and other convex estimators

4 April 2018

Papers citing "The noise barrier and the large signal bias of the Lasso and other convex estimators"

6 / 6 papers shown

Title
De-biasing convex regularized estimators and interval estimation in linear models Pierre C. Bellec Cun-Hui Zhang 24 20 0 26 Dec 2019
Interplay of minimax estimation and minimax support recovery under sparsity M. Ndaoud 45 15 0 12 Oct 2018
Localized Gaussian width of $M$ -convex hulls with applications to Lasso and convex aggregation Pierre C. Bellec 8 17 0 30 May 2017
On cross-validated Lasso in high dimensions Denis Chetverikov Z. Liao Victor Chernozhukov 24 80 0 07 May 2016
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax Weijie Su Emmanuel Candes 65 145 0 29 Mar 2015
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 122 379 0 11 Jul 2010