Renyi Differential Privacy Mechanisms for Posterior Sampling

Joseph Geumlek, Shuang Song, Kamalika Chaudhuri

Neural Information Processing Systems 

As data analysis continues to expand and permeate ever more facets of life, the concerns over the privacy of one's data grow too.

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