FedPHP: Federated Personalization with Inherited Private Models

Author:

Li Xin-ChunORCID,Zhan De-ChuanORCID,Shao Yunfeng,Li Bingshuai,Song Shaoming

Publisher

Springer International Publishing

Reference27 articles.

1. Arivazhagan, M.G., Aggarwal, V., Singh, A.K., Choudhary, S.: Federated learning with personalization layers. CoRR abs/1912.00818 (2019)

2. Caldas, S., et al.: LEAF: A benchmark for federated settings. CoRR abs/1812.01097 (2018)

3. Gretton, A., Borgwardt, K.M., Rasch, M.J., Schölkopf, B., Smola, A.J.: A kernelmethod for the two-sample-problem. In: Advances in Neural Information ProcessingSystems 19, pp. 513–520 (2006)

4. Hamer, J., Mohri, M., Suresh, A.T.: FedBoost: a communication-efficient algorithm for federated learning. In: Proceedings of the 37th International Conference on Machine Learning, pp. 3973–3983 (2020)

5. Hinton, G.E., Vinyals, O., Dean, J.: Distilling the knowledge in a neural network. CoRR abs/1503.02531 (2015)

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