Randomness and permutations in coordinate descent methods

Efficiency of the Accelerated Coordinate Descent Method on Structured Optimization Problems

(2017) Yurii Nesterov et al.   SIAM JOURNAL ON OPTIMIZATION

An arithmetic–geometric mean inequality for products of three matrices

(2016) Arie Israel et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

Random reordering in SOR-type methods

(2016) Peter Oswald et al.   NUMERISCHE MATHEMATIK

Coordinate descent algorithms

(2015) Stephen J. Wright   MATHEMATICAL PROGRAMMING

Parallel coordinate descent methods for big data optimization

(2015) Peter Richtárik et al.   MATHEMATICAL PROGRAMMING

Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems

(2014) Gesualdo Scutari et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Paved with good intentions: Analysis of a randomized block Kaczmarz method

(2013) Deanna Needell et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

On the Nonasymptotic Convergence of Cyclic Coordinate Descent Methods

(2013) Ankan Saha et al.   SIAM JOURNAL ON OPTIMIZATION

On the Convergence of Block Coordinate Descent Type Methods

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

Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems

(2012) Yu. Nesterov   SIAM JOURNAL ON OPTIMIZATION