@article{190807873, title = {Federated Learning: Challenges, Methods, and Future Directions}, author = {Tian Li and Anit Kumar Sahu and Ameet Talwalkar and Virginia Smith}, year = {2019}, eprint = {1908.07873}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1908.07873v1}, }