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Valid inferential models for prediction in supervised learning problems

Valid inferential models for prediction in supervised learning problems

19 December 2021
Leonardo Cella
Ryan Martin
ArXivPDFHTML

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

4 / 4 papers shown
Title
Conformal Prediction Regions are Imprecise Highest Density Regions
Conformal Prediction Regions are Imprecise Highest Density Regions
Michele Caprio
Yusuf Sale
Eyke Hüllermeier
67
0
0
10 Feb 2025
Conformalized Credal Regions for Classification with Ambiguous Ground Truth
Conformalized Credal Regions for Classification with Ambiguous Ground Truth
Michele Caprio
David Stutz
Shuo Li
Arnaud Doucet
UQCV
64
4
0
07 Nov 2024
Conformal Credal Self-Supervised Learning
Conformal Credal Self-Supervised Learning
Julian Lienen
Caglar Demir
Eyke Hüllermeier
29
13
0
30 May 2022
An imprecise-probabilistic characterization of frequentist statistical
  inference
An imprecise-probabilistic characterization of frequentist statistical inference
Ryan Martin
14
56
0
20 Dec 2021
1