请推荐关于联邦学习的高引用英文文献
时间: 2023-11-03 22:04:48 浏览: 51
以下是关于联邦学习的高引用英文文献推荐:
1. McMahan, H. B., Moore, E., Ramage, D., et al. (2017). Communication-efficient learning of deep networks from decentralized data. Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, PMLR, 2017, 1273-1282.
2. Kairouz, P., McMahan, H. B., Avent, B., et al. (2019). Advances and open problems in federated learning. Proceedings of the 1st Conference on Federated Learning for Data Privacy and Security, 2019.
3. Yang, Q., Liu, Y., Chen, T., et al. (2019). Federated machine learning: Concept and applications. ACM Transactions on Intelligent Systems and Technology, 10(2), 1-19.
4. Li, T., Sahu, A. K., Zaheer, M., et al. (2020). Federated optimization in heterogeneous networks. Proceedings of the 37th International Conference on Machine Learning, PMLR, 2020, 6055-6065.
5. Konečný, J., McMahan, H. B., Yu, F. X., et al. (2016). Federated learning: Strategies for improving communication efficiency. arXiv preprint arXiv:1610.05492.
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