Conformal Prediction under Probabilistic Input

Ilia Nouretdinov

doi:10.1007/978-3-662-44722-2_31

Conference Papers Year : 2014

Conformal Prediction under Probabilistic Input

(1)

Ilia Nouretdinov

Function : Author

Royal Holloway [University of London]

Abstract

In this paper we discuss a possible approach to confident prediction from data containing missing values presented in a probabilistic form. To achieve this we revise and generalize the notion of credibility known in the theory of conformal prediction.

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Computer Science [cs]

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978-3-662-44722-2_31_Chapter.pdf (330.9 Ko)

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Submitted on : Wednesday, November 2, 2016-5:18:54 PM

Last modification on : Thursday, March 5, 2020-5:41:12 PM

Long-term archiving on: Friday, February 3, 2017-2:37:46 PM

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hal-01391056 , version 1 (02-11-2016)

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HAL Id : hal-01391056 , version 1
DOI : 10.1007/978-3-662-44722-2_31

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Ilia Nouretdinov. Conformal Prediction under Probabilistic Input. 10th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2014, Rhodes, Greece. pp.291-300, ⟨10.1007/978-3-662-44722-2_31⟩. ⟨hal-01391056⟩

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Conformal Prediction under Probabilistic Input

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