Lisa Wimmer, Yusuf Sale, Paul Hofman, Bernd Bischl, Eyke Hüllermeier. Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures?. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 2282-2292, PMLR, 2023. [doi]
@inproceedings{WimmerSHBH23,
title = {Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures?},
author = {Lisa Wimmer and Yusuf Sale and Paul Hofman and Bernd Bischl and Eyke Hüllermeier},
year = {2023},
url = {https://proceedings.mlr.press/v216/wimmer23a.html},
researchr = {https://researchr.org/publication/WimmerSHBH23},
cites = {0},
citedby = {0},
pages = {2282-2292},
booktitle = {Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA},
editor = {Robin J. Evans 0002 and Ilya Shpitser},
volume = {216},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}