Folgen
Yusuf Sale
Yusuf Sale
LMU Munich, MCML
Bestätigte E-Mail-Adresse bei ifi.lmu.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures?
L Wimmer, Y Sale, P Hofman, B Bischl, E Hüllermeier
UAI 2023 (Oral), 2023
722023
Is the volume of a credal set a good measure for epistemic uncertainty?
Y Sale, M Caprio, E Hüllermeier
UAI 2023 (Oral), 2023
312023
Second-order uncertainty quantification: A distance-based approach
Y Sale, V Bengs, M Caprio, E Hüllermeier
ICML 2024 (Spotlight), 2024
242024
A novel Bayes’ theorem for upper probabilities
M Caprio, Y Sale, E Hüllermeier, I Lee
International Workshop on Epistemic Uncertainty in Artificial Intelligence, 1-12, 2023
112023
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration
J Rodemann, F Croppi, P Arens, Y Sale, J Herbinger, B Bischl, ...
arXiv preprint, 2024
82024
Second-order uncertainty quantification: Variance-based measures
Y Sale, P Hofman, L Wimmer, E Hüllermeier, T Nagler
arXiv preprint, 2023
82023
Quantifying Aleatoric and Epistemic Uncertainty with Proper Scoring Rules
P Hofman, Y Sale, E Hüllermeier
arXiv preprint, 2024
62024
Quantifying Aleatoric and Epistemic Uncertainty: A Credal Approach
P Hofman, Y Sale, E Hüllermeier
ICML 2024 (SPIGM Workshop), 2024
62024
Conformal prediction with partially labeled data
A Javanmardi, Y Sale, P Hofman, E Hüllermeier
COPA 2023, 2023
32023
Label-wise Aleatoric and Epistemic Uncertainty Quantification
Y Sale, P Hofman, T Löhr, L Wimmer, T Nagler, E Hüllermeier
UAI 2024, 2024
12024
Conformal Prediction Regions are Imprecise Highest Density Regions
M Caprio, Y Sale, E Hüllermeier
arXiv preprint arXiv:2502.06331, 2025
2025
Conformal Prediction in Hierarchical Classification
T Mortier, A Javanmardi, Y Sale, E Hüllermeier, W Waegeman
arXiv preprint arXiv:2501.19038, 2025
2025
G-Framework in statistics
Y Sale
LMU Munich, Department of Statistics, 2022
2022
Robuste Minimax-Tests und eine Robustifizierung des Bayes-Faktors
Y Sale
LMU Munich, Department of Statistics, 2019
2019
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–14