Label-wise Aleatoric and Epistemic Uncertainty Quantification

4 June 2024

Papers citing "Label-wise Aleatoric and Epistemic Uncertainty Quantification"

6 / 6 papers shown

Title
An Axiomatic Assessment of Entropy- and Variance-based Uncertainty Quantification in Regression Christopher Bülte Yusuf Sale Timo Löhr Paul Hofman Gitta Kutyniok Eyke Hüllermeier UD 65 0 0 25 Apr 2025
Robustness quantification: a new method for assessing the reliability of the predictions of a classifier Adrián Detavernier Jasper De Bock UQCV OOD 61 0 0 28 Mar 2025
Fine-Grained Uncertainty Quantification via Collisions Jesse Friedbaum S. Adiga Ravi Tandon 69 0 0 18 Nov 2024
Probabilistic Degeneracy Detection for Point-to-Plane Error Minimization Johan Hatleskog Kostas Alexis 3DPC 47 0 0 14 Oct 2024
Bayesian Optimization with Conformal Prediction Sets Samuel Stanton Wesley J. Maddox A. Wilson 43 24 0 22 Oct 2022
Prior and Posterior Networks: A Survey on Evidential Deep Learning Methods For Uncertainty Estimation Dennis Ulmer Christian Hardmeier J. Frellsen BDL UQCV UD EDL PER 48 48 0 06 Oct 2021