Evidential Deep Learning for Uncertainty Quantification and Out-of-Distribution Detection in Jet Identification using Deep Neural Networks
Ayush Khot(University of Illinois Urbana-Champaign), M. S. Neubauer(University of Illinois System), Volodymyr Kindratenko(National Center for Supercomputing Applications), Xiwei Wang(University of Illinois Urbana-Champaign), A. Roy(University of Illinois Urbana-Champaign)
Cited by 2
Related Papers
A detailed study of interpretability of deep neural network based top taggers
|Machine Learning Science and Technology|2023|17
A Detailed Study of Interpretability of Deep Neural Network based Top Taggers
|arXiv (Cornell University)|2022|4
Evidential deep learning for uncertainty quantification and out-of-distribution detection in jet identification using deep neural networks
|Machine Learning Science and Technology|2025|3
Evidential Deep Learning for Probabilistic Modelling of Extreme Storm Events
|arXiv (Cornell University)|2024|0