SCOPE: Semantic Coreset with Orthogonal Projection Embeddings for Federated learning

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

Scientific discovery increasingly requires learning on federated datasets, fed by streams from high-resolution instruments, that have extreme class imbalance. Current ML approaches…