HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning

Gyudong Kim, Mehdi Ghasemi, Soroush Heidari +4

Federated Learning (FL) is a practical approach to train deep learning models collaboratively across user-end devices, protecting user privacy by retaining raw data on-device. In F…