1. McMahan B, Moore E, Ramage D, Hampson S, Agüera y Arcas B (2017) Communication-efficient learning of deep networks from decentralized data. AISTATS 54:1273–1282
2. Li T, Kumar Sahu A, Zaheer M, Sanjabi M, Talwalkar A, Smith V (2020) Federated optimization in heterogeneous networks. Proc Mach Learn Syst 2:29–450
3. Yurochkin M, Agarwal M, Ghosh S, Greenewald K, Hoang N, Khazaeni Y (2019) Bayesian nonparametric federated learning of neural networks. ICML 97:7252–7261
4. Reddi S, Charles Z, Zaheer M, Garrett Z, Rush K, Konečny J, Kumar S, Brendan McMahan H (2020) Adaptive federated optimization. arXiv:2003.00295
5. Pathak R, Wainwright MJ (2020) FedSplit: an algorithmic framework for fast federated optimization. In: NeurIPS