SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax

29 March 2015

Weijie Su

Emmanuel Candes

Papers citing "SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax"

22 / 22 papers shown

Title
Strong Screening Rules for Group-based SLOPE Models Fabio Feser Marina Evangelou 162 1 0 24 May 2024
Iterative Algorithm for Discrete Structure Recovery Chao Gao A. Zhang 417 31 0 04 Nov 2019
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions Pierre Alquier V. Cottet Guillaume Lecué 209 60 0 05 Feb 2017
Sparse Estimation with Strongly Correlated Variables using Ordered Weighted L1 Regularization Mário A. T. Figueiredo Robert D. Nowak 174 29 0 14 Sep 2014
Controlling the false discovery rate via knockoffs Rina Foygel Barber Emmanuel J. Candès 208 748 0 22 Apr 2014
Adaptive Threshold Estimation by FDR Wenhua Jiang Cun-Hui Zhang 145 2 0 30 Dec 2013
High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing D. Donoho Andrea Montanari 203 221 0 28 Oct 2013
Sequential Selection Procedures and False Discovery Rate Control M. G'Sell Stefan Wager Alexandra Chouldechova Robert Tibshirani 181 166 0 20 Sep 2013
A significance test for the lasso R. Lockhart Jonathan E. Taylor Robert Tibshirani Robert Tibshirani 234 658 0 30 Jan 2013
Concentration inequalities for order statistics S. Boucheron Maud Thomas 140 81 0 31 Jul 2012
$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 242 30 0 10 Mar 2011
$High-dimensional Ising model selection using ${\ell_1}$-regularized logistic regression$ High-dimensional Ising model selection using ${\ell_1}$ -regularized logistic regression Pradeep Ravikumar Martin J. Wainwright John D. Lafferty 259 957 0 02 Oct 2010
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 178 317 0 16 Aug 2010
Minimax risks for sparse regressions: Ultra-high-dimensional phenomenons Nicolas Verzélen 258 153 0 03 Aug 2010
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 321 3,557 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 209 575 0 11 Oct 2009
On the conditions used to prove oracle results for the Lasso Sara van de Geer Peter Buhlmann 253 731 0 05 Oct 2009
A data-driven block thresholding approach to wavelet estimation T. Tony Cai Harrison H. Zhou 153 109 0 30 Mar 2009
Lasso-type recovery of sparse representations for high-dimensional data N. Meinshausen Bin Yu 430 881 0 01 Jun 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 491 2,529 0 07 Jan 2008
$Near-ideal model selection by $\ell_1$ minimization$ Near-ideal model selection by $\ell_1$ minimization Emmanuel J. Candès Y. Plan 279 216 0 02 Jan 2008
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 465 362 0 19 Oct 2007