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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]

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