primal-dual method

Doubly Greedy Primal-Dual Coordinate Descent for Sparse Empirical Risk Minimization ICML 2017 Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems NeurIPS 2017 Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization NeurIPS 2017 Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization JMLR 2017 Stochastic Variance Reduction Methods for Policy Evaluation ICML 2017 A primal-dual method for conic constrained distributed optimization problems NeurIPS 2016 MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions JMLR 2016 NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization NeurIPS 2016 Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing NeurIPS 2015 A Universal Primal-Dual Convex Optimization Framework NeurIPS 2015 Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling NeurIPS 2015 Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization ICML 2015 Communication-Efficient Distributed Dual Coordinate Ascent NeurIPS 2014 Constrained convex minimization via model-based excessive gap NeurIPS 2014 Decorrelated Vectorial Total Variation CVPR 2014 Mini-Batch Primal and Dual Methods for SVMs ICML 2013 PM-Huber: PatchMatch with Huber Regularization for Stereo Matching ICCV 2013 Beating SGD: Learning SVMs in Sublinear Time NeurIPS 2011 Mind the Duality Gap: Logarithmic regret algorithms for online optimization NeurIPS 2008