Ori Peleg

PAUSE: Privacy-Aware Active User Selection for Federated Learning

Federated learning (FL) is a leading approach for iterative learning using possibly private data available at edge devices. The federated operation gives rise to challenges in privacy leakage, which accumulates in learning, and communication latency. These limitations are often individually mitigate…