Conformal Prediction with Partially Labeled Data. - Alireza Javanmardi; Yusuf Sale; Paul Hofman; Eyke Hüllermeier (COPA, 2023)

Is the volume of a credal set a good measure for epistemic uncertainty? - Yusuf Sale; Michele Caprio; Eyke Hüllermeier (UAI, 2023)

Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures? - Lisa Wimmer; Yusuf Sale; Paul Hofman; Bernd Bischl; Eyke Hüllermeier (UAI, 2023)

A Novel Bayes' Theorem for Upper Probabilities. - Michele Caprio; Yusuf Sale; Eyke Hüllermeier; Insup Lee 001 (Epi UAI, 2024)

Second-Order Uncertainty Quantification: A Distance-Based Approach. - Yusuf Sale; Viktor Bengs; Michele Caprio; Eyke Hüllermeier (ICML, 2024)

Label-wise Aleatoric and Epistemic Uncertainty Quantification. - Yusuf Sale; Paul Hofman; Timo Löhr; Lisa Wimmer; Thomas Nagler; Eyke Hüllermeier (UAI, 2024)

Second-Order Uncertainty Quantification: Variance-Based Measures. - Yusuf Sale; Paul Hofman; Lisa Wimmer; Eyke Hüllermeier; Thomas Nagler (CoRR, 2024)

Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration. - Julian Rodemann; Federico Croppi; Philipp Arens; Yusuf Sale; Julia Herbinger; Bernd Bischl; Eyke Hüllermeier; Thomas Augustin 001; Conor J. Walsh; Giuseppe Casalicchio (CoRR, 2024)

Quantifying Aleatoric and Epistemic Uncertainty with Proper Scoring Rules. - Paul Hofman; Yusuf Sale; Eyke Hüllermeier (CoRR, 2024)

Aleatoric and Epistemic Uncertainty in Conformal Prediction. - Yusuf Sale; Alireza Javanmardi; Eyke Hüllermeier (COPA, 2025)

Conformal prediction regions are imprecise highest density regions. - Michele Caprio; Yusuf Sale; Eyke Hüllermeier (ISIPTA, 2025)

Conformal Prediction without Nonconformity Scores. - Jonas Hanselle; Alireza Javanmardi; Tobias Florin Oberkofler; Yusuf Sale; Eyke Hüllermeier (UAI, 2025)

Online Selective Conformal Inference: Errors and Solutions. - Yusuf Sale; Aaditya Ramdas (Trans. Mach. Learn. Res., 2025)

Conformal Prediction in Hierarchical Classification. - Thomas Mortier; Alireza Javanmardi; Yusuf Sale; Eyke Hüllermeier; Willem Waegeman (CoRR, 2025)

Online Selective Conformal Prediction: Errors and Solutions. - Yusuf Sale; Aaditya Ramdas (CoRR, 2025)

An Axiomatic Assessment of Entropy- and Variance-based Uncertainty Quantification in Regression. - Christopher Bülte; Yusuf Sale; Timo Löhr; Paul Hofman; Gitta Kutyniok; Eyke Hüllermeier (CoRR, 2025)

Uncertainty Quantification with Proper Scoring Rules: Adjusting Measures to Prediction Tasks. - Paul Hofman; Yusuf Sale; Eyke Hüllermeier (CoRR, 2025)