Global solutions to folded concave penalized nonconvex learning

24 March 2016

Papers citing "Global solutions to folded concave penalized nonconvex learning"

9 / 9 papers shown

Title
Calibrating nonconvex penalized regression in ultra-high dimension Lan Wang Yongdai Kim Runze Li 138 170 0 20 Nov 2013
Optimal computational and statistical rates of convergence for sparse nonconvex learning problems Zhaoran Wang Han Liu Tong Zhang 140 175 0 20 Jun 2013
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima Po-Ling Loh Martin J. Wainwright 309 517 0 10 May 2013
Strong oracle optimality of folded concave penalized estimation Jianqing Fan Lingzhou Xue H. Zou 551 308 0 22 Oct 2012
Estimation And Selection Via Absolute Penalized Convex Minimization And Its Multistage Adaptive Applications Jian Huang Cun-Hui Zhang 95 61 0 29 Dec 2011
A General Theory of Concave Regularization for High Dimensional Sparse Estimation Problems Cun-Hui Zhang Tong Zhang 196 341 0 25 Aug 2011
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 342 3,568 0 25 Feb 2010
Non-Concave Penalized Likelihood with NP-Dimensionality Jianqing Fan Jinchi Lv 195 404 0 06 Oct 2009
Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models H. Zou Runze Li 303 1,234 0 07 Aug 2008