Integrating Uncertainty Awareness into Conformalized Quantile Regression

14 June 2023

Papers citing "Integrating Uncertainty Awareness into Conformalized Quantile Regression"

7 / 7 papers shown

Title
Rectifying Conformity Scores for Better Conditional Coverage Vincent Plassier Alexander Fishkov V. Dheur Mohsen Guizani Souhaib Ben Taieb Maxim Panov Eric Moulines 56 0 0 22 Feb 2025
Epistemic Uncertainty in Conformal Scores: A Unified Approach Luben M. C. Cabezas Vagner S. Santos Thiago Rodrigo Ramos Rafael Izbicki 50 0 0 10 Feb 2025
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 77 3 0 09 Oct 2024
Adaptive Uncertainty Quantification for Generative AI Jungeum Kim Sean O'Hagan Veronika Rockova MedIm 38 2 0 16 Aug 2024
Entropy Reweighted Conformal Classification Rui Luo Nicolo Colombo 25 6 0 24 Jul 2024
Adapting Conformal Prediction to Distribution Shifts Without Labels Kevin Kasa Zhiyu Zhang Heng Yang Graham W. Taylor 30 1 0 03 Jun 2024
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016