distributed learning

Communication-efficient Distributed SGD with Sketching NeurIPS 2019 Communication-Efficient Stochastic Gradient MCMC for Neural Networks AAAI 2019 Communication trade-offs for Local-SGD with large step size NeurIPS 2019 Decentralized Cooperative Stochastic Bandits NeurIPS 2019 Decentralized Gradient Tracking for Continuous DR-Submodular Maximization AISTATS 2019 Decentralized Optimization with Edge Sampling IJCAI 2019 Delay and Cooperation in Nonstochastic Bandits JMLR 2019 DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization NeurIPS 2019 Distributed Learning over Unreliable Networks ICML 2019 Distributed Learning with Sublinear Communication ICML 2019 Distributed Low-rank Matrix Factorization With Exact Consensus NeurIPS 2019 DoubleSqueeze: Parallel Stochastic Gradient Descent with Double-pass Error-Compensated Compression ICML 2019 Error Feedback Fixes SignSGD and other Gradient Compression Schemes ICML 2019 Exploring Fast and Communication-Efficient Algorithms in Large-Scale Distributed Networks AISTATS 2019 Extreme Stochastic Variational Inference: Distributed Inference for Large Scale Mixture Models AISTATS 2019 Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation UAI 2019 Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation on Multi-Agent Reinforcement Learning ICML 2019 Fully Distributed Bayesian Optimization with Stochastic Policies IJCAI 2019 Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning NeurIPS 2019 Heterogeneous Model Reuse via Optimizing Multiparty Multiclass Margin ICML 2019 Lagrange Coded Computing: Optimal Design for Resiliency, Security, and Privacy AISTATS 2019 Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks CVPR 2019 Making Asynchronous Stochastic Gradient Descent Work for Transformers EMNLP 2019 Multi-Agent Visualization for Explaining Federated Learning IJCAI 2019 On Communication Complexity of Classification Problems COLT 2019