Mitigating Group Bias in Federated Learning for Heterogeneous Devices

Khotso Selialia, Yasra Chandio, Fatima M. Anwar

Federated Learning is emerging as a privacy-preserving model training approach in distributed edge applications. As such, most edge deployments are heterogeneous in nature i.e., th…