Distribution-free binary classification: prediction sets, confidence intervals and calibration

Chirag Gupta, Aleksandr Podkopaev, Aaditya Ramdas. Distribution-free binary classification: prediction sets, confidence intervals and calibration. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

Authors

Chirag Gupta

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Aleksandr Podkopaev

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Aaditya Ramdas

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