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compressed communication

6 papers

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Co-occurring keywords · papers mentioning both

communication compression (4) stochastic gradient (3) distributed optimization (2) distributed learning (2) federated learning (2) decentralized stochastic optimization (1) consensus problem (1) distributed deep learning (1) gossip algorithm (1) layer-wise compression (1)

Papers

A Computation and Communication Efficient Method for Distributed Nonconvex Problems in the Partial Participation Setting NeurIPS 2023 Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data ICML 2023 Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees NeurIPS 2022 Distributed Online Convex Optimization with Compressed Communication NeurIPS 2022 On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning AAAI 2020 Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication ICML 2019