Shun-Guei Wang

SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federated Learning

The evaluation of participant contribution in federated learning (FL) has recently gained significant attention due to its applicability in various domains, such as incentive mechanisms, robustness enhancement, and client selection. Previous approaches have predominantly relied on the widely adopted…