FLAME: Adaptive and Reactive Concept Drift Mitigation for Federated Learning Deployments

Ioannis Mavromatis, Stefano De Feo, Aftab Khan

This paper presents Federated Learning with Adaptive Monitoring and Elimination (FLAME), a novel solution capable of detecting and mitigating concept drift in Federated Learning (F…