Stochastic and Private Nonconvex Outlier-Robust PCAs

Tyler Maunu, Chenyu Yu, Gilad Lerman. Stochastic and Private Nonconvex Outlier-Robust PCAs. In Bin Dong, Qianxiao Li, Lei Wang, Zhi-Qin John Xu, editors, Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking University, Beijing, China. Volume 190 of Proceedings of Machine Learning Research, pages 173-188, PMLR, 2022. [doi]

Abstract

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