Graphical-model based estimation and inference for differential privacy

Ryan Mckenna, Daniel Sheldon, Gerome Miklau. Graphical-model based estimation and inference for differential privacy. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 4435-4444, PMLR, 2019. [doi]

@inproceedings{McKennaSM19,
  title = {Graphical-model based estimation and inference for differential privacy},
  author = {Ryan Mckenna and Daniel Sheldon and Gerome Miklau},
  year = {2019},
  url = {http://proceedings.mlr.press/v97/mckenna19a.html},
  researchr = {https://researchr.org/publication/McKennaSM19},
  cites = {0},
  citedby = {0},
  pages = {4435-4444},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA},
  editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}