Classifying high-dimensional Gaussian mixtures: Where kernel methods fail and neural networks succeed

Maria Refinetti, Sebastian Goldt, Florent Krzakala, Lenka Zdeborová. Classifying high-dimensional Gaussian mixtures: Where kernel methods fail and neural networks succeed. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 8936-8947, PMLR, 2021. [doi]

Authors

Maria Refinetti

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Sebastian Goldt

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Florent Krzakala

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Lenka Zdeborová

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