QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning

Liping Yi, Gang Wang 0001, Xiaoguang Liu 0001. QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning. 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 25501-25513, PMLR, 2022. [doi]

Abstract

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