Functions with average smoothness: structure, algorithms, and learning

Yair Ashlagi, Lee-Ad Gottlieb, Aryeh Kontorovich. Functions with average smoothness: structure, algorithms, and learning. In Mikhail Belkin, Samory Kpotufe, editors, Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA. Volume 134 of Proceedings of Machine Learning Research, pages 186-236, PMLR, 2021. [doi]

Authors

Yair Ashlagi

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Lee-Ad Gottlieb

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Aryeh Kontorovich

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