Overparameterization Improves Robustness to Covariate Shift in High Dimensions

Nilesh Tripuraneni, Ben Adlam, Jeffrey Pennington. Overparameterization Improves Robustness to Covariate Shift in High Dimensions. 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 13883-13897, 2021. [doi]

Abstract

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