A Novel Bayes' Theorem for Upper Probabilities

A Novel Bayes' Theorem for Upper Probabilities

13 July 2023

Eyke Hüllermeier

Papers citing "A Novel Bayes' Theorem for Upper Probabilities"

8 / 8 papers shown

Title
Integral Imprecise Probability Metrics Siu Lun Chau Michele Caprio Krikamol Muandet 78 0 0 22 May 2025
Conformal Prediction Regions are Imprecise Highest Density Regions Michele Caprio Yusuf Sale Eyke Hüllermeier 150 1 0 10 Feb 2025
Conformalized Credal Regions for Classification with Ambiguous Ground Truth Michele Caprio David Stutz Shuo Li Arnaud Doucet UQCV 178 5 0 07 Nov 2024
Distributionally Robust Statistical Verification with Imprecise Neural Networks Souradeep Dutta Michele Caprio Vivian Lin Matthew Cleaveland Kuk Jin Jang I. Ruchkin O. Sokolsky Insup Lee OOD AAML 169 8 0 28 Aug 2023
Credal Bayesian Deep Learning Michele Caprio Souradeep Dutta Kuk Jin Jang Vivian Lin Radoslav Ivanov O. Sokolsky Insup Lee OOD BDL UQCV 70 22 0 19 Feb 2023
On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification Sanyam Kapoor Wesley J. Maddox Pavel Izmailov A. Wilson BDL UD 61 50 0 30 Mar 2022
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods Eyke Hüllermeier Willem Waegeman PER UD 206 1,405 0 21 Oct 2019
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 336 4,700 0 15 Mar 2017

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