Benchmarking Catastrophic Forgetting Mitigation Methods in Federated Time Series Forecasting

Khaled Hallak, Oudom Kem

Catastrophic forgetting (CF) poses a persistent challenge in continual learning (CL), especially within federated learning (FL) environments characterized by non-i.i.d. time series…