On the convergence of the direct extension of ADMM for three-block separable convex minimization models with one strongly convex function

On the linear convergence of the alternating direction method of multipliers

(2016) Mingyi Hong et al.   MATHEMATICAL PROGRAMMING

Linear Convergence of the Alternating Direction Method of Multipliers for a Class of Convex Optimization Problems

(2016) Wei Hong Yang et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS

A Convergent 3-Block Semi-Proximal ADMM for Convex Minimization Problems with One Strongly Convex Block

(2015) Min Li et al.   ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH

On the Global and Linear Convergence of the Generalized Alternating Direction Method of Multipliers

(2015) Wei Deng et al.   JOURNAL OF SCIENTIFIC COMPUTING

On the Global Linear Convergence of the ADMM with MultiBlock Variables

(2015) Tianyi Lin et al.   SIAM JOURNAL ON OPTIMIZATION

A splitting method for separable convex programming

(2014) B. He et al.   IMA JOURNAL OF NUMERICAL ANALYSIS

The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent

(2014) Caihua Chen et al.   MATHEMATICAL PROGRAMMING

An augmented Lagrangian based parallel splitting method for separable convex minimization with applications to image processing

(2014) Deren Han et al.   MATHEMATICS OF COMPUTATION

Metric Subregularity of Piecewise Linear Multifunctions and Applications to Piecewise Linear Multiobjective Optimization

(2014) Xi Yin Zheng et al.   SIAM JOURNAL ON OPTIMIZATION

A Generalized Proximal Point Algorithm and Its Convergence Rate

(2014) Etienne Corman et al.   SIAM JOURNAL ON OPTIMIZATION

On the Convergence Analysis of the Alternating Direction Method of Multipliers with Three Blocks

(2013) Caihua Chen et al.   Abstract and Applied Analysis

Local Linear Convergence of the Alternating Direction Method of Multipliers for Quadratic Programs

(2013) Deren Han et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS

Local Linear Convergence of the Alternating Direction Method of Multipliers on Quadratic or Linear Programs

(2013) Daniel Boley   SIAM JOURNAL ON OPTIMIZATION

Latent variable graphical model selection via convex optimization

(2012) Venkat Chandrasekaran et al.   ANNALS OF STATISTICS

RASL: Robust Alignment by Sparse and Low-Rank Decomposition for Linearly Correlated Images

(2012) Yigang Peng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Moving Object Detection by Detecting Contiguous Outliers in the Low-Rank Representation

(2012) Xiaowei Zhou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Note on the Alternating Direction Method of Multipliers

(2012) Deren Han et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

Alternating Direction Method with Gaussian Back Substitution for Separable Convex Programming

(2012) Bingsheng He et al.   SIAM JOURNAL ON OPTIMIZATION

Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations

(2011) Min Tao et al.   SIAM JOURNAL ON OPTIMIZATION

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

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