BICompFL: Stochastic Federated Learning with Bi-Directional Compression

Maximilian Egger, Rawad Bitar, Antonia Wachter-Zeh +2

We address the prominent communication bottleneck in federated learning (FL). We specifically consider stochastic FL, in which models or compressed model updates are specified by d…