High-Dimensional Statistics

30 October 2023

Papers citing "High-Dimensional Statistics"

11 / 11 papers shown

Title
Slope meets Lasso: improved oracle bounds and optimality Pierre C. Bellec Guillaume Lecué Alexandre B. Tsybakov 238 190 0 27 May 2016
Efficiently learning Ising models on arbitrary graphs Guy Bresler 68 203 0 22 Nov 2014
Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses Po-Ling Loh Martin J. Wainwright 74 180 0 03 Dec 2012
Testing composite hypotheses, Hermite polynomials and optimal estimation of a nonsmooth functional T. Tony Cai Mark G. Low 77 86 0 16 May 2011
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 193 662 0 29 Nov 2010
Optimal rates of convergence for covariance matrix estimation Tommaso Cai Cun-Hui Zhang Harrison H. Zhou 140 474 0 19 Oct 2010
$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 248 957 0 02 Oct 2010
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 261 382 0 11 Jul 2010
Exponential Screening and optimal rates of sparse estimation Philippe Rigollet Alexandre B. Tsybakov 176 241 0 12 Mar 2010
Kullback-Leibler aggregation and misspecified generalized linear models Philippe Rigollet FedML 108 82 0 16 Nov 2009
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 459 2,529 0 07 Jan 2008