Sparse optimization for nonconvex group penalized estimation

Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors

(2013) Patrick Breheny et al.   STATISTICS AND COMPUTING

Global optimality of nonconvex penalized estimators

(2012) Y. Kim et al.   BIOMETRIKA

A Selective Review of Group Selection in High-Dimensional Models

(2012) Jian Huang et al.   STATISTICAL SCIENCE

Quadratic approximation for nonconvex penalized estimations with a diverging number of parameters

(2012) Sangin Lee et al.   STATISTICS & PROBABILITY LETTERS

Group coordinate descent algorithms for nonconvex penalized regression

(2011) Fengrong Wei et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

The benefit of group sparsity

(2010) Junzhou Huang et al.   ANNALS OF STATISTICS

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

Consistent group selection in high-dimensional linear regression

(2010) Fengrong Wei et al.   BERNOULLI

Smoothly Clipped Absolute Deviation on High Dimensions

(2009) Yongdai Kim et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION