A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond

Driven by privacy concerns and the visions of deep learning, the last four years have witnessed a paradigm shift in the applicability mechanism of machine learning (ML). An emerging model, called federated learning (FL), is rising above both centralized systems and on-site analysis, to be a new fash... View More