HeteRo-Select: Informativeness as the Participation Driver in Heterogeneous Federated Learning

Md. Akmol Masud, Md Abrar Jahin, Mahmud Hasan

Federated learning systems typically allocate gradient compression by link speed. This is sensible when bandwidth and data informativeness align. However, under non-IID data, these…