Fisher-Routed Mixture of Experts for Federated Class-Incremental Learning

Wenhao Yuan, Chenchen Lin, Jian Chen +3

Federated Learning (FL) emerged as a promising distributed machine learning paradigm. However, extending FL to the class incremental learning scenarios introduces unique challenges…