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A Communication Efficient Vertical Federated Learning Framework

Dec 27, 2019
Yang Liu, Yan Kang, Xinwei Zhang, Liping Li, Yong Cheng, Tianjian Chen, Mingyi Hong, Qiang Yang


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Communication-Censored Distributed Stochastic Gradient Descent

Sep 09, 2019
Weiyu Li, Tianyi Chen, Liping Li, Qing Ling


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RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets

Nov 09, 2018
Liping Li, Wei Xu, Tianyi Chen, Georgios B. Giannakis, Qing Ling

* To appear in AAAI 2019 

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