On the complexity analysis of randomized block-coordinate descent methods

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

Gradient methods for minimizing composite functions

(2012) Yu. Nesterov   MATHEMATICAL PROGRAMMING

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

Randomized Methods for Linear Constraints: Convergence Rates and Conditioning

(2010) D. Leventhal et al.   MATHEMATICS OF OPERATIONS RESEARCH

A coordinate gradient descent method for ℓ 1-regularized convex minimization

(2009) Sangwoon Yun et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

Coordinate descent optimization for l1 minimization with application to compressed sensing; a greedy algorithm

(2009) Stanley Osher et al.   Inverse Problems and Imaging

Coordinate descent algorithms for lasso penalized regression

(2008) Tong Tong Wu et al.   Annals of Applied Statistics

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

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