A Universal Metric of Dataset Similarity for Cross-silo Federated Learning

Ahmed Elhussein, Gamze Gursoy

Federated Learning is increasingly used in domains such as healthcare to facilitate collaborative model training without data-sharing. However, datasets located in different sites…