distributed optimization

A Consensus-Based Framework for Distributed Bundle Adjustment CVPR 2016 AdaDelay: Delay Adaptive Distributed Stochastic Optimization AISTATS 2016 A primal-dual method for conic constrained distributed optimization problems NeurIPS 2016 Distributed Submodular Maximization JMLR 2016 Fast Distributed Submodular Cover: Public-Private Data Summarization NeurIPS 2016 Horizontally Scalable Submodular Maximization ICML 2016 NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization NeurIPS 2016 Parallel and Distributed Block-Coordinate Frank-Wolfe Algorithms ICML 2016 Without-Replacement Sampling for Stochastic Gradient Methods NeurIPS 2016 Adding vs. Averaging in Distributed Primal-Dual Optimization ICML 2015 An Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization ICML 2015 Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization NeurIPS 2015 Communication Complexity of Distributed Convex Learning and Optimization NeurIPS 2015 Deep learning with Elastic Averaging SGD NeurIPS 2015 DiSCO: Distributed Optimization for Self-Concordant Empirical Loss ICML 2015 Distributed Box-Constrained Quadratic Optimization for Dual Linear SVM ICML 2015 FaLRR: A Fast Low Rank Representation Solver CVPR 2015 Asynchronous Distributed ADMM for Consensus Optimization ICML 2014 Communication-Efficient Distributed Dual Coordinate Ascent NeurIPS 2014 Communication Efficient Distributed Machine Learning with the Parameter Server NeurIPS 2014 Communication-Efficient Distributed Optimization using an Approximate Newton-type Method ICML 2014 Distributed optimization of deeply nested systems AISTATS 2014 Large-scale L-BFGS using MapReduce NeurIPS 2014 Communication-Efficient Algorithms for Statistical Optimization JMLR 2013 Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NeurIPS 2013