Knowledge-Free Correlated Agreement for Incentivizing Federated Learning

Leon Witt, Togrul Abbasli, Kentaroh Toyoda +2

We introduce Knowledge-Free Correlated Agreement (KFCA) to reward client contributions in federated learning (FL) without relying on ground truth, a public test set, or distributio…