Generalization error in high-dimensional perceptrons: Approaching Bayes error with convex optimization

Benjamin Aubin, Florent Krzakala, Yue M. Lu, Lenka Zdeborová. Generalization error in high-dimensional perceptrons: Approaching Bayes error with convex optimization. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

Authors

Benjamin Aubin

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Florent Krzakala

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Yue M. Lu

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Lenka Zdeborová

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