Park, M., Foulds, J., Chaudhuri, K., & Welling, M. (2017). DP-EM: Differentially private expectation maximization. Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 54.
是篇C。但应该还不错,大佬17年科普DPML的slides中做了引用。
提出practical private EM algorithm。为DP-EM提出了一种moment perturbation formulation;利用moments accountant和zCDP来bound privacy cost。