SCOPE: Scalable Training-Free Semantic Coreset Selection for Long-Tailed Federated Learning

Md Anwar Hossen, Nathan R. Tallent, Luanzheng Guo +1

Scientific discovery increasingly relies on federated learning over data from high-resolution instruments, and these data are strongly non-IID and long-tailed. Coreset selection co…