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Conformalized Credal Set Predictors

Conformalized Credal Set Predictors

16 February 2024
Alireza Javanmardi
David Stutz
Eyke Hüllermeier
ArXivPDFHTML

Papers citing "Conformalized Credal Set Predictors"

6 / 6 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
62
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
57
4
0
07 Nov 2024
Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification
Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification
Kaizheng Wang
Fabio Cuzzolin
Keivan K1 Shariatmadar
David Moens
Hans Hallez
UQCV
BDL
54
6
0
23 May 2024
On Second-Order Scoring Rules for Epistemic Uncertainty Quantification
On Second-Order Scoring Rules for Epistemic Uncertainty Quantification
Viktor Bengs
Eyke Hüllermeier
Willem Waegeman
UQCV
195
25
0
30 Jan 2023
Conformal Prediction using Conditional Histograms
Conformal Prediction using Conditional Histograms
Matteo Sesia
Yaniv Romano
39
54
0
18 May 2021
Cross-conformal predictors
Cross-conformal predictors
V. Vovk
110
173
0
03 Aug 2012
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