Accurate and Fast Federated Learning via IID and Communication-Aware Grouping

no code implementations • 9 Dec 2020 • Jin-woo Lee, Jaehoon Oh, Yooju Shin, Jae-Gil Lee, Se-Young Yoon

Federated learning has emerged as a new paradigm of collaborative machine learning; however, it has also faced several challenges such as non-independent and identically distributed(IID) data and high communication cost.

Federated Learning