Is Shapley Value fair? Improving Client Selection for Mavericks in Federated Learning

Jiyue Huang, Chi Hong, Lydia Y. Chen +1

Shapley Value is commonly adopted to measure and incentivize client participation in federated learning. In this paper, we show -- theoretically and through simulations -- that Sha…