ICML-Bias-Variance Reduced Local SGD for Less Heterogeneous Federated Learning

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Bias-Variance Reduced Local SGD for Less Heterogeneous Federated Learning

                       Tomoya Murata 1 2 Taiji Suzuki 2 3

              Abstract               set of the whole dataset which is not explicitly exchanged.
                                 In recent federated learning, introduced by Konecny et al.
    Recently, local SGD has got much attention and
                                 (2015); Shokri & Shmatikov (2015); McMahan et al. (2017),
    been extensively studied in t ...

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关键词：variance Learning earning Reduced varian