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Towards optimally abstaining from prediction with OOD test examples

Adam Kalai, Varun Kanade. Towards optimally abstaining from prediction with OOD test examples. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 12774-12785, 2021. [doi]

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