A Unified Solution to Diverse Heterogeneities in One-shot Federated Learning

Jun Bai, Yiliao Song, Di Wu +6

One-Shot Federated Learning (OSFL) restricts communication between the server and clients to a single round, significantly reducing communication costs and minimizing privacy leaka…