Regularization and the small-ball method II: complexity dependent error rates

27 August 2016

Papers citing "Regularization and the small-ball method II: complexity dependent error rates"

9 / 9 papers shown

Title
Minimax Estimation of Conditional Moment Models Nishanth Dikkala Greg Lewis Lester W. Mackey Vasilis Syrgkanis 138 100 0 12 Jun 2020
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions Pierre Alquier V. Cottet Guillaume Lecué 172 59 0 05 Feb 2017
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax Weijie Su Emmanuel Candes 255 145 0 29 Mar 2015
Matrix Completion via Max-Norm Constrained Optimization T. Tony Cai Wenxin Zhou 120 112 0 02 Mar 2013
Noisy low-rank matrix completion with general sampling distribution Olga Klopp 89 205 0 01 Mar 2012
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 161 1,338 0 03 Dec 2010
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 172 663 0 29 Nov 2010
Restricted strong convexity and weighted matrix completion: Optimal bounds with noise S. Negahban Martin J. Wainwright 168 521 0 10 Sep 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 174 575 0 11 Oct 2009