Hierarchical Federated Learning Across Heterogeneous Cellular Networks

Mehdi Salehi Heydar Abad, Emre Ozfatura, Deniz Gunduz +1

We study collaborative machine learning (ML) across wireless devices, each with its own local dataset. Offloading these datasets to a cloud or an edge server to implement powerful…