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DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm

Lisang Ding, Kexin Jin, Bicheng Ying, Kun Yuan, Wotao Yin. DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 8067-8089, PMLR, 2023. [doi]

Authors

Lisang Ding

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Kexin Jin

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Bicheng Ying

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Kun Yuan

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Wotao Yin

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