Sample Complexity Bounds for Differentially Private Learning

Kamalika Chaudhuri, Daniel Hsu. Sample Complexity Bounds for Differentially Private Learning. In Sham M. Kakade, Ulrike von Luxburg, editors, COLT 2011 - The 24th Annual Conference on Learning Theory, June 9-11, 2011, Budapest, Hungary. pages 155-186, JMLR.org, 2011. [doi]

Authors

Kamalika Chaudhuri

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Daniel Hsu

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