Mechanism for Collaborative Federated Learning: Pitfalls of Shapley Values

Meng Qi, Mingxi Zhu

This paper investigates the impact of mechanism design on collaborative learning systems enabled by federated learning (FL). We propose a multi-action collaborative federated learn…