Papers citing 'Quantifying Aleatoric and Epistemic Uncertainty with Proper Scoring Rules'

Title
Epistemic Reject Option Prediction Vojtech Franc Jakub Paplhám 32 0 0 06 Nov 2025
Uncertainty Quantification for Regression using Proper Scoring Rules Alexander Fishkov Kajetan Schweighofer Mykyta Ielanskyi Nikita Kotelevskii Mohsen Guizani Maxim Panov UQCV 190 1 1 30 Sep 2025
Multidimensional Uncertainty Quantification via Optimal Transport Nikita Kotelevskii Maiya Goloburda Vladimir Kondratyev Alexander Fishkov Mohsen Guizani Eric Moulines Maxim Panov 161 1 0 26 Sep 2025
CLEAR: Calibrated Learning for Epistemic and Aleatoric Risk Ilia Azizi Juraj Bodik Jakob Heiss Bin Yu UQCV UD 322 2 0 10 Jul 2025
The Joys of Categorical Conformal Prediction Michele Caprio 217 1 0 06 Jul 2025
Why Machine Learning Models Fail to Fully Capture Epistemic Uncertainty Sebastián Jiménez Mira Jürgens Willem Waegeman UD PER 540 2 0 29 May 2025
Hallucination Detection on a Budget: Efficient Bayesian Estimation of Semantic Entropy K. Ciosek Nicolò Felicioni Sina Ghiassian 287 0 0 04 Apr 2025
Probabilistic Degeneracy Detection for Point-to-Plane Error MinimizationIEEE Robotics and Automation Letters (RA-L), 2024 Johan Hatleskog Kostas Alexis 3DPC 311 9 0 14 Oct 2024
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph Roman Vashurin Ekaterina Fadeeva Artem Vazhentsev Akim Tsvigun Daniil Vasilev ... Timothy Baldwin Timothy Baldwin Preslav Nakov Maxim Panov Artem Shelmanov HILM 585 58 0 21 Jun 2024
Scalable Bayesian Learning with posteriors Samuel Duffield Kaelan Donatella Johnathan Chiu Phoebe Klett Daniel Simpson BDL UQCV 468 4 0 31 May 2024