Knowledge-Free Correlated Agreement for Incentivizing Federated Learning
arXiv:2605.04747v1 Announce Type: new
Abstract: 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 distribution knowledge. Under cate…