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Risk Bounds for Over-parameterized Maximum Margin Classification on Sub-Gaussian Mixtures

Yuan Cao 0006, Quanquan Gu, Mikhail Belkin. Risk Bounds for Over-parameterized Maximum Margin Classification on Sub-Gaussian Mixtures. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 8407-8418, 2021. [doi]

Authors

Yuan Cao 0006

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Quanquan Gu

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Mikhail Belkin

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