Our paper "Detect, Adapt, Overcome: Mitigating Concept Drift in Federated Learning", written in collaboration with Iftekhar Rahman, Nisal Hemadasa, Dominik Kaaser, and Stefan Schulte, got accepted for publication at the 3rd International Conference on Federated Learning Technologies and Applications (FLTA).
The paper studies how concept drift can be tackled in a federated learning setting.