Resilient and Communication Efficient Learning for Heterogeneous Federated Systems

Zhuangdi Zhu, Junyuan Hong, Steve Drew, Jiayu Zhou. Resilient and Communication Efficient Learning for Heterogeneous Federated Systems. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 27504-27526, PMLR, 2022. [doi]

Abstract

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