Differentially Private Bayesian Optimization

Matt J. Kusner, Jacob R. Gardner, Roman Garnett, Kilian Q. Weinberger. Differentially Private Bayesian Optimization. In Francis R. Bach, David M. Blei, editors, Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015. Volume 37 of JMLR Proceedings, pages 918-927, JMLR.org, 2015. [doi]

@inproceedings{KusnerGGW15,
  title = {Differentially Private Bayesian Optimization},
  author = {Matt J. Kusner and Jacob R. Gardner and Roman Garnett and Kilian Q. Weinberger},
  year = {2015},
  url = {http://jmlr.org/proceedings/papers/v37/kusnera15.html},
  researchr = {https://researchr.org/publication/KusnerGGW15},
  cites = {0},
  citedby = {0},
  pages = {918-927},
  booktitle = {Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015},
  editor = {Francis R. Bach and David M. Blei},
  volume = {37},
  series = {JMLR Proceedings},
  publisher = {JMLR.org},
}