Renyi Differentially Private ERM for Smooth Objectives

Chen Chen, Jaewoo Lee, Dan Kifer. Renyi Differentially Private ERM for Smooth Objectives. In Kamalika Chaudhuri, Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Volume 89 of Proceedings of Machine Learning Research, pages 2037-2046, PMLR, 2019. [doi]

Authors

Chen Chen

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Jaewoo Lee

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Dan Kifer

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