FedDyH: A Multi-Policy with GA Optimization Framework for Dynamic Heterogeneous Federated Learning

Federated learning (FL) is a distributed learning technique that ensures data privacy and has shown significant potential in cross-institutional image analysis. However, existing methods struggle with the inherent dynamic heterogeneity of real-world data, such as changes in cellular differentiation...

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Bibliographic Details
Main Authors: Xuhua Zhao, Yongming Zheng, Jiaxiang Wan, Yehong Li, Donglin Zhu, Zhenyu Xu, Huijuan Lu
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Biomimetics
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Online Access:https://www.mdpi.com/2313-7673/10/3/185
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