Proximal methods for the latent group lasso penalty

Accelerated and Inexact Forward-Backward Algorithms

(2013) Silvia Villa et al.   SIAM JOURNAL ON OPTIMIZATION

Smoothing proximal gradient method for general structured sparse regression

(2012) Xi Chen et al.   Annals of Applied Statistics

NESTA: A Fast and Accurate First-Order Method for Sparse Recovery

(2011) Stephen Becker et al.   SIAM Journal on Imaging Sciences

Dequantizing Compressed Sensing: When Oversampling and Non-Gaussian Constraints Combine

(2010) Laurent Jacques et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging

(2010) Antonin Chambolle et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

The group lasso for logistic regression

(2010) Lukas Meier et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Approximation accuracy, gradient methods, and error bound for structured convex optimization

(2010) Paul Tseng   MATHEMATICAL PROGRAMMING

The composite absolute penalties family for grouped and hierarchical variable selection

(2009) Peng Zhao et al.   ANNALS OF STATISTICS

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences

Fixed-Point Continuation for $\ell_1$-Minimization: Methodology and Convergence

(2008) Elaine T. Hale et al.   SIAM JOURNAL ON OPTIMIZATION