Efficient Privacy-Preserving Stochastic Nonconvex Optimization

Lingxiao Wang 0001, Bargav Jayaraman, David Evans 0001, Quanquan Gu. Efficient Privacy-Preserving Stochastic Nonconvex Optimization. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 2203-2213, PMLR, 2023. [doi]

Authors

Lingxiao Wang 0001

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Bargav Jayaraman

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David Evans 0001

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Quanquan Gu

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