Memorize to generalize: on the necessity of interpolation in high dimensional linear regression

Chen Cheng, John Duchi, Rohith Kuditipudi. Memorize to generalize: on the necessity of interpolation in high dimensional linear regression. In Po-Ling Loh, Maxim Raginsky, editors, Conference on Learning Theory, 2-5 July 2022, London, UK. Volume 178 of Proceedings of Machine Learning Research, pages 5528-5560, PMLR, 2022. [doi]

Authors

Chen Cheng

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John Duchi

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Rohith Kuditipudi

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