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]

Abstract

Abstract is missing.