Misspecification in Prediction Problems and Robustness via Improper Learning

Annie Marsden, John Duchi, Gregory Valiant. Misspecification in Prediction Problems and Robustness via Improper Learning. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 2161-2169, PMLR, 2021. [doi]

Abstract

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