Billion-scale federated learning on mobile clients: a submodel design with tunable privacy

Chaoyue Niu, Fan Wu, ShaoJie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv, Zhihua Wu, Guihai Chen. Billion-scale federated learning on mobile clients: a submodel design with tunable privacy. In MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, London, United Kingdom, September 21-25, 2020. ACM, 2020. [doi]

Abstract

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