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RelaySum for Decentralized Deep Learning on Heterogeneous Data

Thijs Vogels, Lie He, Anastasia Koloskova, Sai Praneeth Karimireddy, Tao Lin 0004, Sebastian U. Stich, Martin Jaggi. RelaySum for Decentralized Deep Learning on Heterogeneous Data. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 28004-28015, 2021. [doi]

Authors

Thijs Vogels

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Lie He

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Anastasia Koloskova

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Sai Praneeth Karimireddy

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Tao Lin 0004

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Sebastian U. Stich

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Martin Jaggi

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