Avoid Forgetting by Preserving Global Knowledge Gradients in Federated Learning with Non-IID Data

Abhijit Chunduru, Majid Morafah, Mahdi Morafah +2

The inevitable presence of data heterogeneity has made federated learning very challenging. There are numerous methods to deal with this issue, such as local regularization, better…