Mitigating Participation Imbalance Bias in Asynchronous Federated Learning

Xiangyu Chang, Manyi Yao, Srikanth V. Krishnamurthy +5

In Asynchronous Federated Learning (AFL), the central server immediately updates the global model with each arriving client's contribution. As a result, clients perform their local…