Stochastic Variance-Reduced Cubic Regularization for Nonconvex Optimization

Zhe Wang, Yi Zhou, Yingbin Liang, Guanghui Lan. Stochastic Variance-Reduced Cubic Regularization for Nonconvex Optimization. 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 2731-2740, PMLR, 2019. [doi]

Authors

Zhe Wang

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Yi Zhou

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Yingbin Liang

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Guanghui Lan

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