Sketching curvature for efficient out-of-distribution detection for deep neural networks

Apoorva Sharma, Navid Azizan, Marco Pavone. Sketching curvature for efficient out-of-distribution detection for deep neural networks. In Cassio P. de Campos, Marloes H. Maathuis, Erik Quaeghebeur, editors, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021. Volume 161 of Proceedings of Machine Learning Research, pages 1958-1967, AUAI Press, 2021. [doi]

Authors

Apoorva Sharma

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Navid Azizan

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Marco Pavone

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