Random Block Coordinate Descent Methods for Linearly Constrained Optimization over Networks

On the linear convergence of the alternating direction method of multipliers

(2016) Mingyi Hong et al.   MATHEMATICAL PROGRAMMING

Parallel Random Coordinate Descent Method for Composite Minimization: Convergence Analysis and Error Bounds

(2016) Ion Necoara et al.   SIAM JOURNAL ON OPTIMIZATION

Parallel coordinate descent methods for big data optimization

(2015) Peter Richtárik et al.   MATHEMATICAL PROGRAMMING

Asynchronous Stochastic Coordinate Descent: Parallelism and Convergence Properties

(2015) Ji Liu et al.   SIAM JOURNAL ON OPTIMIZATION

Efficient random coordinate descent algorithms for large-scale structured nonconvex optimization

(2014) Andrei Patrascu et al.   JOURNAL OF GLOBAL OPTIMIZATION

A random coordinate descent algorithm for optimization problems with composite objective function and linear coupled constraints

(2013) Ion Necoara et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

Random Coordinate Descent Algorithms for Multi-Agent Convex Optimization Over Networks

(2013) Ion Necoara   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

A Distributed Newton Method for Network Utility Maximization—Part II: Convergence

(2013) Ermin Wei et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

The 2-Coordinate Descent Method for Solving Double-Sided Simplex Constrained Minimization Problems

(2013) Amir Beck   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

On the Convergence of Block Coordinate Descent Type Methods

(2013) Amir Beck et al.   SIAM JOURNAL ON OPTIMIZATION

A Web Aggregation Approach for Distributed Randomized PageRank Algorithms

(2012) Hideaki Ishii et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function

(2012) Peter Richtárik et al.   MATHEMATICAL PROGRAMMING

Accelerated Block-coordinate Relaxation for Regularized Optimization

(2012) Stephen J. Wright   SIAM JOURNAL ON OPTIMIZATION

Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems

(2012) Yu. Nesterov   SIAM JOURNAL ON OPTIMIZATION

Network Topology and Communication Data Rate for Consensusability of Discrete-Time Multi-Agent Systems

(2011) Keyou You et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Block-Coordinate Gradient Descent Method for Linearly Constrained Nonsmooth Separable Optimization

(2008) P. Tseng et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS