Büşra Tegin

Federated Learning over Time-Varying Channels

2021 · 2021 IEEE Global Communications Conference (GLOBECOM)

We study distributed machine learning (ML) sys-tems where independent workers compute local gradients based on their local datasets and send them to a parameter server (PS) through a time-varying multipath fading multiple access channel (MAC) …