SP-CACW: Convergence-Aware Client Weighting for Selfish Personalized Learning

Yaron Kiselman, Kfir Y. Levy

Collaborative learning is sustainable only when it benefits each participant. Standard federated learning optimizes a global average objective, which can under perform for clients…