communication efficiency

Federated Accelerated Stochastic Gradient Descent NeurIPS 2020 Federated Learning with Matched Averaging ICLR 2020 FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization AISTATS 2020 FedSplit: an algorithmic framework for fast federated optimization NeurIPS 2020 FetchSGD: Communication-Efficient Federated Learning with Sketching ICML 2020 Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs AISTATS 2020 GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning JMLR 2020 Manifold Identification for Ultimately Communication-Efficient Distributed Optimization ICML 2020 Moniqua: Modulo Quantized Communication in Decentralized SGD ICML 2020 On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond JMLR 2020 On the Convergence of FedAvg on Non-IID Data ICLR 2020 Practical Low-Rank Communication Compression in Decentralized Deep Learning NeurIPS 2020 Private Counting from Anonymous Messages: Near-Optimal Accuracy with Vanishing Communication Overhead ICML 2020 Quantized Decentralized Stochastic Learning over Directed Graphs ICML 2020 RATQ: A Universal Fixed-Length Quantizer for Stochastic Optimization AISTATS 2020 ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training NeurIPS 2020 SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum ICLR 2020 A Communication Efficient Stochastic Multi-Block Alternating Direction Method of Multipliers NeurIPS 2019 A Convergence Analysis of Distributed SGD with Communication-Efficient Gradient Sparsification IJCAI 2019 An Accelerated Decentralized Stochastic Proximal Algorithm for Finite Sums NeurIPS 2019 Communication-Efficient Distributed Blockwise Momentum SGD with Error-Feedback NeurIPS 2019 Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients NeurIPS 2019 Communication-efficient Distributed SGD with Sketching NeurIPS 2019 Communication-Efficient Stochastic Gradient MCMC for Neural Networks AAAI 2019 Communication-Optimal Distributed Dynamic Graph Clustering AAAI 2019