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    kevinhsieh/non_iid_dml

     Tue, 18 Aug 2020 05:00:00 GMT
    This repo is the source code for our paper: The Non-IID Data Quagmire of Decentralized Machine Learning (ICML'20). This repo also contains our implementation of Gaia (NSDI'17). This source code is ...

    Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID Data

     Mon, 17 Jan 2022 05:05:00 GMT
    However, in FL, users with non-independent and identically distributed (non-IID) characteristics can deteriorate the performance of the global model. Specifically, the global model suffers from the ...