A class of ADMM-based algorithms for three-block separable convex programming

Convergence Rate Analysis for the Alternating Direction Method of Multipliers with a Substitution Procedure for Separable Convex Programming

(2017) Bingsheng He et al.   MATHEMATICS OF OPERATIONS RESEARCH

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

Coupled Variational Image Decomposition and Restoration Model for Blurred Cartoon-Plus-Texture Images With Missing Pixels

(2013) M. K. Ng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Low Patch-Rank Interpretation of Texture

(2013) Hayden Schaeffer et al.   SIAM Journal on Imaging Sciences

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

A Note on the Alternating Direction Method of Multipliers

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

Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization

(2012) Junfeng Yang et al.   MATHEMATICS OF COMPUTATION

On the $O(1/n)$ Convergence Rate of the Douglas–Rachford Alternating Direction Method

(2012) Bingsheng He et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS

Alternating Direction Method with Gaussian Back Substitution for Separable Convex Programming

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

The Linearized Alternating Direction Method of Multipliers for Dantzig Selector

(2012) Xiangfeng Wang et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

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

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

A General Framework for a Class of First Order Primal-Dual Algorithms for Convex Optimization in Imaging Science

(2010) Ernie Esser et al.   SIAM Journal on Imaging Sciences