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Hofman, Paul
4 publications
NeurIPS
2025
Credal Prediction Based on Relative Likelihood
Timo Löhr
,
Paul Hofman
,
Felix Mohr
,
Eyke Hüllermeier
UAI
2024
Label-Wise Aleatoric and Epistemic Uncertainty Quantification
Yusuf Sale
,
Paul Hofman
,
Timo Löhr
,
Lisa Wimmer
,
Thomas Nagler
,
Eyke Hüllermeier
ICMLW
2024
Quantifying Aleatoric and Epistemic Uncertainty: A Credal Approach
Paul Hofman
,
Yusuf Sale
,
Eyke Hüllermeier
UAI
2023
Quantifying Aleatoric and Epistemic Uncertainty in Machine Learning: Are Conditional Entropy and Mutual Information Appropriate Measures?
Lisa Wimmer
,
Yusuf Sale
,
Paul Hofman
,
Bernd Bischl
,
Eyke Hüllermeier