distributed optimization

Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning JMLR 2019 Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization ICML 2019 A Distributed Second-Order Algorithm You Can Trust ICML 2018 Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates ICML 2018 Byzantine Stochastic Gradient Descent NeurIPS 2018 CoCoA: A General Framework for Communication-Efficient Distributed Optimization JMLR 2018 COLA: Decentralized Linear Learning NeurIPS 2018 Communication Compression for Decentralized Training NeurIPS 2018 Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters NeurIPS 2018 Distributable Consistent Multi-Object Matching CVPR 2018 Distributed Learning without Distress: Privacy-Preserving Empirical Risk Minimization NeurIPS 2018 Distributed Multitask Reinforcement Learning with Quadratic Convergence NeurIPS 2018 Distributed Pareto Optimization for Subset Selection IJCAI 2018 Distributed Primal-Dual Optimization for Non-uniformly Distributed Data IJCAI 2018 Distributed Proximal Gradient Algorithm for Partially Asynchronous Computer Clusters JMLR 2018 Distributed Stochastic Optimization via Adaptive SGD NeurIPS 2018 Distributing Frank-Wolfe via Map-Reduce IJCAI 2018 Error Compensated Quantized SGD and its Applications to Large-scale Distributed Optimization ICML 2018 GIANT: Globally Improved Approximate Newton Method for Distributed Optimization NeurIPS 2018 Gradient Primal-Dual Algorithm Converges to Second-Order Stationary Solution for Nonconvex Distributed Optimization Over Networks ICML 2018 Gradient Sparsification for Communication-Efficient Distributed Optimization NeurIPS 2018 Graph Oracle Models, Lower Bounds, and Gaps for Parallel Stochastic Optimization NeurIPS 2018 Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms ICML 2018 Minimax-Optimal Privacy-Preserving Sparse PCA in Distributed Systems AISTATS 2018 Optimal Algorithms for Non-Smooth Distributed Optimization in Networks NeurIPS 2018