Slope meets Lasso: improved oracle bounds and optimality

27 May 2016

Papers citing "Slope meets Lasso: improved oracle bounds and optimality"

6 / 6 papers shown

Title
Iterative Algorithm for Discrete Structure Recovery Chao Gao A. Zhang 235 31 0 04 Nov 2019
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions Pierre Alquier V. Cottet Guillaume Lecué 153 59 0 05 Feb 2017
Towards the study of least squares estimators with convex penalty Pierre C. Bellec Guillaume Lecué Alexandre B. Tsybakov 123 11 0 31 Jan 2017
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax Weijie Su Emmanuel Candes 216 145 0 29 Mar 2015
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 154 663 0 29 Nov 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 161 575 0 11 Oct 2009