Large deviations for the perceptron model and consequences for active learning

Hugo Cui, Luca Saglietti, Lenka Zdeborová. Large deviations for the perceptron model and consequences for active learning. In Jianfeng Lu 0001, Rachel Ward, editors, Proceedings of Mathematical and Scientific Machine Learning, MSML 2020, 20-24 July 2020, Princeton, NJ, USA. Volume 107 of Proceedings of Machine Learning Research, pages 390-430, PMLR, 2020. [doi]

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