FedFMX adds Fisher-routed expert selection and routing-aware regularization to federated class-incremental learning and proves an O(T^{-1}) convergence rate.
arXiv preprint arXiv:2507.05685 (2025)
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Fisher-Routed Mixture of Experts for Federated Class-Incremental Learning
FedFMX adds Fisher-routed expert selection and routing-aware regularization to federated class-incremental learning and proves an O(T^{-1}) convergence rate.