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Study Federated learning litterature and libraries #115
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Federated averaging is the state of the art method for fed learning. New framework FedProx theoretically provides more robust convergence and improves performance especially when there is systems heterogeneity Increasing number of federated learning tools and frameworks:
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@jeromechambost this seems to be the perfect issue for you to update with your research 😄 |
@jeromechambost it would be interesting to complete the bibliography file @HeytemBou and @arthurPignet initiated in PR #348 |
https://arxiv.org/pdf/1602.05629.pdf
https://arxiv.org/pdf/1805.09767.pdf
https://arxiv.org/pdf/1908.07873.pdf
https://arxiv.org/pdf/1912.04977.pdf
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