Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning

Daniel Becking, Heiner Kirchhoffer, Gerhard Tech +4

Federated learning (FL) scenarios inherently generate a large communication overhead by frequently transmitting neural network updates between clients and server. To minimize the c…