If you use LEAF in a scientific publication, we would appreciate citations to the following paper:

author  = {Caldas, Sebastian and Wu, Peter and Li, Tian and Kone{\v{c}}n{\`y}, Jakub and McMahan, H Brendan and Smith, Virginia and Talwalkar, Ameet},
title   = {LEAF: A Benchmark for Federated Settings},
journal = {arXiv preprint arXiv:1812.01097},
year    = {2018},
url     = {}