On Connecting Stochastic Gradient MCMC and Differential Privacy

Bai Li, Changyou Chen, Hao Liu 0015, Lawrence Carin. On Connecting Stochastic Gradient MCMC and Differential Privacy. 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 557-566, PMLR, 2019. [doi]

Authors

Bai Li

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Changyou Chen

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Hao Liu 0015

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Lawrence Carin

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