Fed-Equilibrium Framework for Topological Pareto Control in Robust and Fair Clinical Federated Learning

Ting Xu, Henry Leung

The deployment of Federated Learning (FL) in multi-center clinical networks faces the challenge of "knowledge dominance," where high-volume hubs naturally overwhelm minority commun…