Weakly decomposable regularization penalties and structured sparsity

21 April 2012

Papers citing "Weakly decomposable regularization penalties and structured sparsity"

7 / 7 papers shown

Title
Sparse principal component analysis for high-dimensional stationary time series Kou Fujimori Yuichi Goto Y. Liu M. Taniguchi 23 2 0 01 Sep 2021
Sharp oracle inequalities for stationary points of nonconvex penalized M-estimators A. Elsener Sara van de Geer 9 10 0 27 Feb 2018
A Geometric View on Constrained M-Estimators Yen-Huan Li Ya-Ping Hsieh N. Zerbib V. Cevher 19 6 0 26 Jun 2015
Group Regularized Estimation under Structural Hierarchy Yiyuan She Zhifeng Wang He Jiang 43 47 0 17 Nov 2014
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 119 379 0 11 Jul 2010
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 184 482 0 25 Jun 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 189 750 0 04 Apr 2008