Abstract: Federated Learning (FL) has demonstrated substantial promise in distributed machine learning by enabling collaborative model training without sharing raw ...

Abstract: Over-the-air federated learning (OTA-FEEL) has become a communication-efficient framework for distributed machine learning that exploits the waveform superposition properties of wireless ...