UniFed: A Universal Federation of a Mixture of Highly Heterogeneous Medical Image Classification Tasks

Atefe Hassani, Islem Rekik

A fundamental challenge in federated learning lies in mixing heterogeneous datasets and classification tasks while minimizing the high communication cost caused by clients as well…