coordinate descent

Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization NeurIPS 2017 StingyCD: Safely Avoiding Wasteful Updates in Coordinate Descent ICML 2017 Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization JMLR 2017 When Cyclic Coordinate Descent Outperforms Randomized Coordinate Descent NeurIPS 2017 A Box-Constrained Approach for Hard Permutation Problems ICML 2016 An Improved Convergence Analysis of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization AISTATS 2016 Asynchronous Parallel Greedy Coordinate Descent NeurIPS 2016 Coordinate-wise Power Method NeurIPS 2016 Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling ICML 2016 GAP Safe Screening Rules for Sparse-Group Lasso NeurIPS 2016 Joint quantile regression in vector-valued RKHSs NeurIPS 2016 Linear Convergence of Randomized Feasible Descent Methods Under the Weak Strong Convexity Assumption JMLR 2016 Multiplicative Multitask Feature Learning JMLR 2016 Blitz: A Principled Meta-Algorithm for Scaling Sparse Optimization ICML 2015 Convergence Analysis of Prediction Markets via Randomized Subspace Descent NeurIPS 2015 Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection ICML 2015 Cross-Age Face Verification by Coordinating With Cross-Face Age Verification CVPR 2015 GAP Safe screening rules for sparse multi-task and multi-class models NeurIPS 2015 Mind the duality gap: safer rules for the Lasso ICML 2015 PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent ICML 2015 Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling NeurIPS 2015 Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions ICML 2015 Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent NeurIPS 2015 Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization ICML 2014 A Divide-and-Conquer Solver for Kernel Support Vector Machines ICML 2014