Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors

Jayaraman J. Thiagarajan, Bindya Venkatesh, Prasanna Sattigeri, Peer-Timo Bremer. Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors. In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020. pages 6005-6012, AAAI Press, 2020. [doi]

Authors

Jayaraman J. Thiagarajan

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Bindya Venkatesh

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Prasanna Sattigeri

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Peer-Timo Bremer

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