Jointly Exploring Client Drift and Catastrophic Forgetting in Dynamic Learning

Niklas Babendererde, Moritz Fuchs, Camila Gonzalez +2

Federated and Continual Learning have emerged as potential paradigms for the robust and privacy-aware use of Deep Learning in dynamic environments. However, Client Drift and Catast…