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20192025
most citedEvidential Deep Learning for Uncertainty Quantification and Out-of-Distribution Detection in Jet Identification using Deep Neural Networks

3 citations · 5 across the 5 of their papers we have counts for

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hep-ex2025★ 3 cited

Evidential Deep Learning for Uncertainty Quantification and Out-of-Distribution Detection in Jet Identification using Deep Neural Networks

Ayush Khot, Xiwei Wang, Avik Roy +2

Current methods commonly used for uncertainty quantification (UQ) in deep learning (DL) models utilize Bayesian methods which are computationally expensive and time-consuming. In t…