On the Linear Convergence of a Proximal Gradient Method for a Class of Nonsmooth Convex Minimization Problems Haibin ZhangJiaojiao JiangZhi-Quan Luo OriginalPaper 16 May 2013 Pages: 163 - 186
A New Analysis on the Barzilai-Borwein Gradient Method Yu-Hong Dai Regular Paper 14 March 2013 Pages: 187 - 198
Conjugate Decomposition and Its Applications Li-Ping WangJinyun Yuan Regular Paper 20 March 2013 Pages: 199 - 215
Some Upper Bounds Related with Domination Number Zhao GuJixiang MengJin E. Wan OriginalPaper 25 April 2013 Pages: 217 - 225
New Bounds for RIC in Compressed Sensing Shenglong ZhouLingchen KongNaihua Xiu OriginalPaper Open access 25 April 2013 Pages: 227 - 237
Uniform Parallel-Machine Scheduling with Time Dependent Processing Times Juan ZouYuzhong ZhangCuixia Miao OriginalPaper 24 May 2013 Pages: 239 - 252
Alternating Direction Method of Multipliers for Sparse Principal Component Analysis Shiqian Ma OriginalPaper 08 June 2013 Pages: 253 - 274