Hyunsin Park*

FedHide: Federated Learning by Hiding in the Neighbors

"We propose a prototype-based federated learning method designed for embedding networks in classification or verification tasks. Our focus is on scenarios where each client has data from a single class. The main challenge is to develop an embedding network that can distinguish between different clas…