Constrained Over-the-Air Model Updating for Wireless Online Federated Learning with Delayed Information

Juncheng Wang, Yituo Liu, Ben Liang +1

We study online federated learning over a wireless network, where the central server updates an online global model sequence to minimize the time-varying loss of multiple local dev…