Abstract: Federated learning is gaining attention for its ability to extract knowledge from distributed data streams without sharing client data. In this process, each client continuously collects ...

Abstract: The long-tailed data distribution frequently occurs in the real-world scenarios, whereas deep learning is not effective enough for such distribution. In order to improve the effectiveness ...