1. Communication-efficient learning of deep networks from decentralized data;McMahan,2017
2. Tian Li, Anit Kumar Sahu, Manzil Zaheer, Maziar Sanjabi, Ameet Talwalkar, Virginia Smith, Federated optimization in heterogeneous networks, in: Proceedings of Machine Learning and Systems, Vol. 2, 2020, pp. 429–450.
3. Tackling the objective inconsistency problem in heterogeneous federated optimization;Wang;Adv. Neural Inf. Process. Syst.,2020
4. Scaffold: Stochastic controlled averaging for federated learning;Karimireddy,2020
5. Qinbin Li, Bingsheng He, Dawn Song, Model-Contrastive Federated Learning, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR, 2021, pp. 10713–10722.