Fast rates for noisy interpolation require rethinking the effect of inductive bias

Konstantin Donhauser, Nicolò Ruggeri, Stefan Stojanovic, Fanny Yang. Fast rates for noisy interpolation require rethinking the effect of inductive bias. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 5397-5428, PMLR, 2022. [doi]

Abstract

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