Over-the-Air Fair Federated Learning via Multi-Objective Optimization

Shayan Mohajer Hamidi, Ali Bereyhi, Saba Asaad +1

In federated learning (FL), heterogeneity among the local dataset distributions of clients can result in unsatisfactory performance for some, leading to an unfair model. To address…