Estimation of Individual Device Contributions for Incentivizing Federated Learning

Takayuki Nishio, Ryoichi Shinkuma, Narayan B. Mandayam

Federated learning (FL) is an emerging technique used to train a machine-learning model collaboratively using the data and computation resource of the mobile devices without exposi…