Fed-Equilibrium framework for topological Pareto control in robust and fair clinical federated learning
Read the original at arxiv.org→arXiv:2609.11937v1 Announce Type: new Abstract: The deployment of Federated Learning (FL) in multi-center clinical networks faces the challenge of "knowledge dominance," where high-volume hubs naturally overwhelm...
Original headline: "Fed-Equilibrium Framework for Topological Pareto Control in Robust and Fair Clinical Federated Learning"
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- Sep 14, 04:00 UTC arXiv cs.LG lead source Fed-Equilibrium Framework for Topological Pareto Control in Robust and Fair Clinical Federated Learning