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Xinran Gu

Why (and When) does Local SGD Generalize Better than SGD?

Mar 09, 2023
Xinran Gu, Kaifeng Lyu, Longbo Huang, Sanjeev Arora

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* Published as a conference paper at ICLR 2023

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Fast Federated Learning in the Presence of Arbitrary Device Unavailability

Jun 08, 2021
Xinran Gu, Kaixuan Huang, Jingzhao Zhang, Longbo Huang

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