Sale, Yusuf

9 publications

ISIPTA 2025 Conformal Prediction Regions Are Imprecise Highest Density Regions Michele Caprio, Yusuf Sale, Eyke Hüllermeier

UAI 2025 Conformal Prediction Without Nonconformity Scores Jonas Hanselle, Alireza Javanmardi, Tobias Florin Oberkofler, Yusuf Sale, Eyke Hüllermeier

ECML-PKDD 2025 Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration for Exosuit Personalization Julian Rodemann, Federico Croppi, Philipp Arens, Yusuf Sale, Julia Herbinger, Bernd Bischl, Eyke Hüllermeier, Thomas Augustin, Conor J. Walsh, Giuseppe Casalicchio

TMLR 2025 Online Selective Conformal Inference: Errors and Solutions Yusuf Sale, Aaditya Ramdas

UAI 2024 Label-Wise Aleatoric and Epistemic Uncertainty Quantification Yusuf Sale, Paul Hofman, Timo Löhr, Lisa Wimmer, Thomas Nagler, Eyke Hüllermeier

ICMLW 2024 Quantifying Aleatoric and Epistemic Uncertainty: A Credal Approach Paul Hofman, Yusuf Sale, Eyke Hüllermeier

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

UAI 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