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Approaching epistemic and aleatoric uncertainty with evolutionary optimization
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2022Josu Ceberio +6 more
openaire +1 more source
Quantification and propagation of Aleatoric uncertainties in topological structures
Reliability Engineering and System Safety, 2023Hongyi Xu, Mohamad Daeipour
exaly
Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods
Machine Learning, 2021Eyke Hüllermeier, Willem Waegeman
exaly
Aleatoric uncertainty estimation for dense stereo matching via CNN-based cost volume analysis
ISPRS Journal of Photogrammetry and Remote Sensing, 2021Max Mehltretter, Christian Heipke
exaly
A Bayesian Deep Learning RUL Framework Integrating Epistemic and Aleatoric Uncertainties
IEEE Transactions on Industrial Electronics, 2021Gaoyang Li, Li Yang, Chi-Guhn Lee
exaly
Epistemic and Aleatoric Uncertainty in Modeling
2017Daniel J. Segalman, Matthew R. W. Brake
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A general framework for quantifying aleatoric and epistemic uncertainty in graph neural networks
Neurocomputing, 2023Sai Munikoti, Balasubramaniam Natarajan
exaly