Improved Algorithms for Efficient Active Learning Halfspaces with Massart and Tsybakov Noise

Chicheng Zhang, Yinan Li. Improved Algorithms for Efficient Active Learning Halfspaces with Massart and Tsybakov Noise. 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 4526-4527, PMLR, 2021. [doi]

Abstract

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