Feature-based Federated Transfer Learning: Communication Efficiency, Robustness and Privacy

Feng Wang, M. Cenk Gursoy, Senem Velipasalar

In this paper, we propose feature-based federated transfer learning as a novel approach to improve communication efficiency by reducing the uplink payload by multiple orders of mag…