Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate

Mikhail Belkin, Daniel J. Hsu, Partha Mitra. Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 2306-2317, 2018. [doi]

Abstract

Abstract is missing.