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Distributed Optimization

8 papers

Papers per year

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Papers

PA3Fed: Period-Aware Adaptive Aggregation for Improved Federated Learning AAAI 2025
Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression NIPS 2022
Decentralized Training of Foundation Models in Heterogeneous Environments NIPS 2022
Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices NIPS 2021
Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning NIPS 2021
Communication-Aware Collaborative Learning AAAI 2021
Collaborative Deep Learning in Fixed Topology Networks NIPS 2017
Deep learning with Elastic Averaging SGD NIPS 2015