Distillation-based semi-supervised federated learning for communication-efficient collaborative training with non-iid private data

S Itahara, T Nishio, Y Koda, M Morikura… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
This study develops a federated learning (FL) framework overcoming largely incremental
communication costs due to model sizes in typical frameworks without compromising model …