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Communication-Efficient Federated Learning With Compensated Overlap-FedAvg

Communication-Efficient Federated Learning With Compensated Overlap-FedAvg

While petabytes of data are generated each day by a number of independent computing devices, only a few of them can be finally collected and used for deep learning (DL) due to the apprehension of data security and privacy leakage, thus seriously retarding the extension of DL. In such a …