Owen Sampling Accelerates Contribution Estimation in Federated Learning

Hossein KhademSohi, Hadi Hemmati, Jiayu Zhou +1

Federated Learning (FL) aggregates information from multiple clients to train a shared global model without exposing raw data. Accurately estimating each client's contribution is e…