Personalized federated learning method based on prototype clustering mechanism

Existing studies mostly adapt knowledge distillation or multi-task training for personalized federated learning, but these methods typically require additional distillation steps or high communication overhead, affecting overall model performance. To address this challenge, a personalized federated...

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Wedi'i Gadw mewn:

Manylion Llyfryddiaeth
Prif Awduron:	LIU Haijun, WANG Haolong, LIU Yahui, MA Hongliang
Fformat:	Artigo
Iaith:	Chinês
Cyhoeddwyd:	Editorial Department of Journal on Communications 2025-10-01
Cyfres:	Tongxin xuebao
Pynciau:	personalized federated learning data privacy data heterogeneity prototype
Mynediad Ar-lein:	http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2025235/
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

Personalized federated learning method based on prototype clustering mechanism

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