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On the Design of Communication Efficient Federated Learning over Wireless Networks

Apr 15, 2020
Richeng Jin, Xiaofan He, Huaiyu Dai


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Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees

Feb 25, 2020
Richeng Jin, Yufan Huang, Xiaofan He, Huaiyu Dai, Tianfu Wu


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Distributed Byzantine Tolerant Stochastic Gradient Descent in the Era of Big Data

Mar 06, 2019
Richeng Jin, Xiaofan He, Huaiyu Dai


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Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent

Sep 12, 2018
Richeng Jin, Xiaofan He, Huaiyu Dai

* The Abstract is revised 

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