Can hierarchical client clustering mitigate the data heterogeneity effect in federated learning?

Seungjun Lee, Miri Yu, Daegun Yoon, Sangyoon Oh 0001. Can hierarchical client clustering mitigate the data heterogeneity effect in federated learning?. In IEEE International Parallel and Distributed Processing Symposium, IPDPS 2023 - Workshops, St. Petersburg, FL, USA, May 15-19, 2023. pages 799-808, IEEE, 2023. [doi]

Abstract

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