Personalized Federated Learning with Progressive Local Training Strategy and Lightweight Classifier

Data heterogeneity poses a significant challenge in federated learning (FL), which has become a central focus of contemporary research in artificial intelligence. Personalized federated learning (pFL), a specialized branch of FL, seeks to address this issue by tailoring models to the unique data dis...

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Bibliographic Details
Main Authors: Jianhao Liu, Wenjuan Gong, Ziyi Fang, Jordi Gonzàlez, Joel Rodrigues
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/5/2481
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