Differential Privacy for Bayesian Inference through Posterior Sampling

Christos Dimitrakakis, Blaine Nelson, Zuhe Zhang, Aikaterini Mitrokotsa, Benjamin I. P. Rubinstein. Differential Privacy for Bayesian Inference through Posterior Sampling. Journal of Machine Learning Research, 18, 2017. [doi]

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