Adaptive clustering federated learning via similarity acceleration

Adaptive clustering federated learning via similarity acceleration

In order to solve the problem of model performance degradation caused by data heterogeneity in the federated learning process, it is necessary to consider personalizing in the federated model.A new adaptively clustering federated learning (ACFL) algorithm via similarity acceleration was proposed, ac...

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Bibliographic Details
Main Authors: Suxia ZHU, Binke GU, Guanglu SUN
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2024-03-01
Series:Tongxin xuebao
Subjects:
federated learning
personalization
clustering
geometric characteristic
positive feedback
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024069/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024069/

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