FLARE: Detection and Mitigation of Concept Drift for Federated Learning based IoT Deployments

Theo Chow, Usman Raza, Ioannis Mavromatis +1

Intelligent, large-scale IoT ecosystems have become possible due to recent advancements in sensing technologies, distributed learning, and low-power inference in embedded devices.…