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2405.15047
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Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification
International Conference on Learning Representations (ICLR), 2024
23 May 2024
Kaizheng Wang
Fabio Cuzzolin
Keivan K1 Shariatmadar
David Moens
Hans Hallez
UQCV
BDL
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Papers citing
"Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification"
5 / 5 papers shown
Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'
Shireen Kudukkil Manchingal
Andrew Bradley
Julian F. P. Kooij
Keivan K1 Shariatmadar
Neil Yorke-Smith
Fabio Cuzzolin
549
1
0
08 May 2025
Truthful Elicitation of Imprecise Forecasts
Conference on Uncertainty in Artificial Intelligence (UAI), 2025
Anurag Singh
Siu Lun Chau
Krikamol Muandet
450
3
0
20 Mar 2025
A Unified Evaluation Framework for Epistemic Predictions
International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Shireen Kudukkil Manchingal
Muhammad Mubashar
Kaizheng Wang
Fabio Cuzzolin
UQCV
243
4
0
28 Jan 2025
Credal Learning Theory
Michele Caprio
Maryam Sultana
Eleni Elia
Fabio Cuzzolin
FedML
435
20
0
01 Feb 2024
Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness
Jeremiah Zhe Liu
Zi Lin
Shreyas Padhy
Dustin Tran
Tania Bedrax-Weiss
Balaji Lakshminarayanan
UQCV
BDL
791
517
0
17 Jun 2020
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