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Adaptive Bayesian Partner Selection for Federated Clinical Centers

Seidi, Navid et al.
arXiv (OAI Expanded) · Papers
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and-cluster-computingdistributedmachine-learningparallel
Federated learning (FL) in healthcare faces pronounced heterogeneity and temporal concept drift across clinical centers, where evolving patient populations and care practices shift data distributions. Existing approaches rely on persistent global communication, incurring substantial bandwidth overhe
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