James R. Foulds, Joseph Geumlek, Max Welling, Kamalika Chaudhuri. On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis. In Alexander T. Ihler, Dominik Janzing, editors, Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, UAI 2016, June 25-29, 2016, New York City, NY, USA. AUAI Press, 2016. [doi]