Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data

Chengxu Yang, Qipeng Wang, Mengwei Xu, Zhenpeng Chen, Kaigui Bian, Yunxin Liu, Xuanzhe Liu. Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data. In Jure Leskovec, Marko Grobelnik, Marc Najork, Jie Tang 0001, Leila Zia, editors, WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021. pages 935-946, ACM / IW3C2, 2021. [doi]

Authors

Chengxu Yang

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Qipeng Wang

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Mengwei Xu

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Zhenpeng Chen

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Kaigui Bian

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Yunxin Liu

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Xuanzhe Liu

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