Flexible and Systematic Uncertainty Estimation with Conformal Prediction via the MAPIE library

Thibault Cordier, Vincent Blot, Louis Lacombe, Thomas Morzadec, Arnaud Capitaine, Nicolas Brunel. Flexible and Systematic Uncertainty Estimation with Conformal Prediction via the MAPIE library. In Harris Papadopoulos, Khuong An Nguyen, Henrik Boström, Lars Carlsson, editors, Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus. Volume 204 of Proceedings of Machine Learning Research, pages 549-581, PMLR, 2023. [doi]

Abstract

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