Communication-Efficient Federated Learning with Multi-layered Compressed Model Update and Dynamic Weighting Aggregation

Kaiyang Zhong, Guiquan Liu. Communication-Efficient Federated Learning with Multi-layered Compressed Model Update and Dynamic Weighting Aggregation. In Lu Fang, Yiran Chen, Guangtao Zhai, Z. Jane Wang 0001, Ruiping Wang 0001, Weisheng Dong, editors, Artificial Intelligence - First CAAI International Conference, CICAI 2021, Hangzhou, China, June 5-6, 2021, Proceedings, Part II. Volume 13070 of Lecture Notes in Computer Science, pages 419-430, Springer, 2021. [doi]

Abstract

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