Validity, consonant plausibility measures, and conformal prediction

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Validity, consonant plausibility measures, and conformal prediction

24 January 2020

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Papers citing "Validity, consonant plausibility measures, and conformal prediction"

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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
Conformalized Credal Set Predictors Alireza Javanmardi David Stutz Eyke Hüllermeier 100 14 0 16 Feb 2024
Valid and efficient imprecise-probabilistic inference with partial priors, III. Marginalization Ryan Martin 93 9 0 23 Sep 2023
Model-free generalized fiducial inference Jonathan P. Williams FedML 57 2 0 24 Jul 2023
Elucidating Inferential Models with the Cauchy Distribution Chuanhai Liu Ryan Martin 125 0 0 12 Jan 2023
Valid and efficient imprecise-probabilistic inference with partial priors, II. General framework Ryan Martin 85 16 0 26 Nov 2022
Estimation of Over-parameterized Models from an Auto-Modeling Perspective Yiran Jiang Chuanhai Liu 119 1 0 03 Jun 2022
Conformal Credal Self-Supervised Learning Julian Lienen Caglar Demir Eyke Hüllermeier 92 14 0 30 May 2022
Valid and efficient imprecise-probabilistic inference with partial priors, I. First results Ryan Martin 59 5 0 13 Mar 2022
Inferential models and the decision-theoretic implications of the validity property Ryan Martin 67 11 0 25 Dec 2021
An imprecise-probabilistic characterization of frequentist statistical inference Ryan Martin 65 56 0 20 Dec 2021
Valid inferential models for prediction in supervised learning problems Leonardo Cella Ryan Martin 78 22 0 19 Dec 2021
Direct and approximately valid probabilistic inference on a class of statistical functionals Leonardo Cella Ryan Martin 65 18 0 19 Dec 2021
Inferential models and possibility measures Chuanhai Liu Ryan Martin 60 18 0 16 Aug 2020
Valid model-free spatial prediction Huiying Mao Ryan Martin Brian J. Reich 87 27 0 28 Jun 2020