Yusuf Sale

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 12

Top Topics

Partially Labeled Data

Top Venues

Publications

Yusuf Sale, Paul Hofman, Lisa Wimmer, Eyke Hüllermeier, Thomas Nagler
Second-Order Uncertainty Quantification: Variance-Based Measures. CoRR (2024)
Yusuf Sale, Paul Hofman, Timo Löhr, Lisa Wimmer, Thomas Nagler, Eyke Hüllermeier
Label-wise Aleatoric and Epistemic Uncertainty Quantification. CoRR (2024)
Julian Rodemann, Federico Croppi, Philipp Arens, Yusuf Sale, Julia Herbinger, Bernd Bischl, Eyke Hüllermeier, Thomas Augustin, Conor J. Walsh, Giuseppe Casalicchio
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration. CoRR (2024)
Michele Caprio, Yusuf Sale, Eyke Hüllermeier, Insup Lee
A Novel Bayes' Theorem for Upper Probabilities. Epi UAI (2024)
Paul Hofman, Yusuf Sale, Eyke Hüllermeier
Quantifying Aleatoric and Epistemic Uncertainty with Proper Scoring Rules. CoRR (2024)
Michele Caprio, Yusuf Sale, Eyke Hüllermeier, Insup Lee
A Novel Bayes' Theorem for Upper Probabilities. CoRR (2023)
Lisa Wimmer, Yusuf Sale, Paul Hofman, Bernd Bischl, Eyke Hüllermeier
Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures? UAI (2023)
Yusuf Sale, Michele Caprio, Eyke Hüllermeier
Is the volume of a credal set a good measure for epistemic uncertainty? UAI (2023)
Yusuf Sale, Viktor Bengs, Michele Caprio, Eyke Hüllermeier
Second-Order Uncertainty Quantification: A Distance-Based Approach. CoRR (2023)
Alireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier
Conformal Prediction with Partially Labeled Data. CoRR (2023)
Yusuf Sale, Michele Caprio, Eyke Hüllermeier
Is the Volume of a Credal Set a Good Measure for Epistemic Uncertainty? CoRR (2023)
Alireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier
Conformal Prediction with Partially Labeled Data. COPA (2023)