Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes

Tongfei Chen, Jirí Navrátil 0001, Vijay Iyengar, Karthikeyan Shanmugam. Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes. In Kamalika Chaudhuri, Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Volume 89 of Proceedings of Machine Learning Research, pages 1467-1475, PMLR, 2019. [doi]

Authors

Tongfei Chen

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Jirí Navrátil 0001

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Vijay Iyengar

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Karthikeyan Shanmugam

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