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A personalized federated learning method based on stratified sampling in edge network

Federated learning is a distributed learning method protecting the data privacy.It trains a global shared model by aggregating local model updates from multiple clients.To deal with the problem of heterogeneity in data distribution among clients, personalized federated learning is an effective way i...

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Hlavní autoři: YANG Kehan, XIE Chengmao, WANG Zhiguo
Médium: Artigo
Jazyk:Inglês
Vydáno: Editorial Department of Journal of Sichuan University (Natural Science Edition) 2026-03-01
Edice:四川大学学报. 自然科学版
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On-line přístup:http://science.scu.edu.cn/thesisDetails#10.19907/j.0490-6756.250021
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