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.
https://hal.inria.fr/hal-01391056 Contributor : Hal IfipConnect in order to contact the contributor 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
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⟩