Subsampled Renyi Differential Privacy and Analytical Moments Accountant

Yu-Xiang Wang, Borja Balle, Shiva Prasad Kasiviswanathan. Subsampled Renyi Differential Privacy and Analytical Moments Accountant. In Kamalika Chaudhuri, Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Volume 89 of Proceedings of Machine Learning Research, pages 1226-1235, PMLR, 2019. [doi]

@inproceedings{WangBK19,
  title = {Subsampled Renyi Differential Privacy and Analytical Moments Accountant},
  author = {Yu-Xiang Wang and Borja Balle and Shiva Prasad Kasiviswanathan},
  year = {2019},
  url = {http://proceedings.mlr.press/v89/wang19b.html},
  researchr = {https://researchr.org/publication/WangBK19},
  cites = {0},
  citedby = {0},
  pages = {1226-1235},
  booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan},
  editor = {Kamalika Chaudhuri and Masashi Sugiyama},
  volume = {89},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}