Valid inferential models for prediction in supervised learning problems

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Valid inferential models for prediction in supervised learning problems

19 December 2021

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Papers citing "Valid inferential models for prediction in supervised learning problems"

6 / 6 papers shown

Title
Conformal Prediction Regions are Imprecise Highest Density Regions Michele Caprio Yusuf Sale Eyke Hüllermeier 202 1 0 10 Feb 2025
Conformalized Credal Regions for Classification with Ambiguous Ground Truth Michele Caprio David Stutz Shuo Li Arnaud Doucet UQCV 215 5 0 07 Nov 2024
Conformal Credal Self-Supervised Learning Julian Lienen Caglar Demir Eyke Hüllermeier 92 14 0 30 May 2022
Inferential models and the decision-theoretic implications of the validity property Ryan Martin 65 11 0 25 Dec 2021
An imprecise-probabilistic characterization of frequentist statistical inference Ryan Martin 60 56 0 20 Dec 2021
Validity, consonant plausibility measures, and conformal prediction Leonardo Cella Ryan Martin 55 27 0 24 Jan 2020