Yusuf Sale

30 papers A* 2A 4Journal 19Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Credal Prediction through Decalibration.
CoRR
Paul Hofman, Timo Löhr, Maximilian Muschalik, Yusuf Sale, Eyke Hüllermeier
2026 J jnl
Quantification of Credal Uncertainty: A Distance-Based Approach.
CoRR
Xabier Gonzalez-Garcia, Siu Lun Chau, Julian Rodemann, Michele Caprio, Krikamol Muandet, Humberto Bustince, Sébastien Destercke, Eyke Hüllermeier, Yusuf Sale
2026 J jnl
Quantifying Epistemic Predictive Uncertainty in Conformal Prediction.
CoRR
Siu Lun Chau, Soroush H. Zargarbashi, Yusuf Sale, Michele Caprio
2026 A* conf
Uncertainty Quantification for Machine Learning: One Size Does Not Fit All.
AAAI
Paul Hofman, Yusuf Sale, Eyke Hüllermeier
2025 — conf
Aleatoric and Epistemic Uncertainty in Conformal Prediction.
COPA
Yusuf Sale, Alireza Javanmardi, Eyke Hüllermeier
2025 J jnl
An Axiomatic Assessment of Entropy- and Variance-based Uncertainty Quantification in Regression.
CoRR
Christopher Bülte, Yusuf Sale, Timo Löhr, Paul Hofman, Gitta Kutyniok, Eyke Hüllermeier
2025 J jnl
Conformal Prediction Regions are Imprecise Highest Density Regions.
CoRR
Michele Caprio, Yusuf Sale, Eyke Hüllermeier
2025 J jnl
Conformal Prediction in Hierarchical Classification.
CoRR
Thomas Mortier, Alireza Javanmardi, Yusuf Sale, Eyke Hüllermeier, Willem Waegeman
2025 A conf
Conformal Prediction without Nonconformity Scores.
UAI
Jonas Hanselle, Alireza Javanmardi, Tobias Florin Oberkofler, Yusuf Sale, Eyke Hüllermeier
2025 — conf
Conformal prediction regions are imprecise highest density regions.
ISIPTA
Michele Caprio, Yusuf Sale, Eyke Hüllermeier
2025 — conf
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration for Exosuit Personalization.
ECML/PKDD (8)
Julian Rodemann, Federico Croppi, Philipp Arens, Yusuf Sale, Julia Herbinger, Bernd Bischl, Eyke Hüllermeier, Thomas Augustin, Conor J. Walsh, Giuseppe Casalicchio
2025 J jnl
Online Selective Conformal Inference: Errors and Solutions.
Trans. Mach. Learn. Res.
Yusuf Sale, Aaditya Ramdas
2025 J jnl
Online Selective Conformal Prediction: Errors and Solutions.
CoRR
Yusuf Sale, Aaditya Ramdas
2025 J jnl
Uncertainty Quantification for Machine Learning: One Size Does Not Fit All.
CoRR
Paul Hofman, Yusuf Sale, Eyke Hüllermeier
2025 J jnl
Uncertainty Quantification for Regression: A Unified Framework based on kernel scores.
CoRR
Christopher Bülte, Yusuf Sale, Gitta Kutyniok, Eyke Hüllermeier
2025 J jnl
Uncertainty Quantification with Proper Scoring Rules: Adjusting Measures to Prediction Tasks.
CoRR
Paul Hofman, Yusuf Sale, Eyke Hüllermeier
2024 — conf
A Novel Bayes' Theorem for Upper Probabilities.
Epi UAI
Michele Caprio, Yusuf Sale, Eyke Hüllermeier, Insup Lee
2024 J jnl
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration.
CoRR
Julian Rodemann, Federico Croppi, Philipp Arens, Yusuf Sale, Julia Herbinger, Bernd Bischl, Eyke Hüllermeier, Thomas Augustin, Conor J. Walsh, Giuseppe Casalicchio
2024 A conf
Label-wise Aleatoric and Epistemic Uncertainty Quantification.
UAI
Yusuf Sale, Paul Hofman, Timo Löhr, Lisa Wimmer, Thomas Nagler, Eyke Hüllermeier
2024 J jnl
Label-wise Aleatoric and Epistemic Uncertainty Quantification.
CoRR
Yusuf Sale, Paul Hofman, Timo Löhr, Lisa Wimmer, Thomas Nagler, Eyke Hüllermeier
2024 J jnl
Quantifying Aleatoric and Epistemic Uncertainty with Proper Scoring Rules.
CoRR
Paul Hofman, Yusuf Sale, Eyke Hüllermeier
2024 A* conf
Second-Order Uncertainty Quantification: A Distance-Based Approach.
ICML
Yusuf Sale, Viktor Bengs, Michele Caprio, Eyke Hüllermeier
2024 J jnl
Second-Order Uncertainty Quantification: Variance-Based Measures.
CoRR
Yusuf Sale, Paul Hofman, Lisa Wimmer, Eyke Hüllermeier, Thomas Nagler
2023 J jnl
A Novel Bayes' Theorem for Upper Probabilities.
CoRR
Michele Caprio, Yusuf Sale, Eyke Hüllermeier, Insup Lee
2023 — conf
Conformal Prediction with Partially Labeled Data.
COPA
Alireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier
2023 J jnl
Conformal Prediction with Partially Labeled Data.
CoRR
Alireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier
2023 J jnl
Is the Volume of a Credal Set a Good Measure for Epistemic Uncertainty?
CoRR
Yusuf Sale, Michele Caprio, Eyke Hüllermeier
2023 A conf
Is the volume of a credal set a good measure for epistemic uncertainty?
UAI
Yusuf Sale, Michele Caprio, Eyke Hüllermeier
2023 A conf
Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures?
UAI
Lisa Wimmer, Yusuf Sale, Paul Hofman, Bernd Bischl, Eyke Hüllermeier
2023 J jnl
Second-Order Uncertainty Quantification: A Distance-Based Approach.
CoRR
Yusuf Sale, Viktor Bengs, Michele Caprio, Eyke Hüllermeier