Publications

Thesis

• Sale, Yusuf (2022)
  G-Framework in statistics. Nonlinear expectations for decision-making under uncertainty
  Master Thesis (full text available)
  

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Conference Item

• Sale, Yusuf; Hofman, Paul; Löhr, Timo; Wimmer, Lisa; Nagler, Thomas; Hüllermeier, Eyke (2024)
  Label-wise Aleatoric and Epistemic Uncertainty Quantification
  40th Conference on Uncertainty in Artificial Intelligence, 15. - 19. July 2024, Barcelona, Spain (full text available)
  
• Sale, Yusuf; Bengs, Viktor; Caprio, Michele; Hüllermeier, Eyke (2024)
  Second-Order Uncertainty Quantification: A Distance-Based Approach
  41st International Conference on Machine Learning (ICML 2024), 21. - 27. July 2024, Vienna, Austria (full text available)
  
• Javanmardi, Alireza; Sale, Yusuf; Hofman, Paul; Hüllermeier, Eyke (2023)
  Conformal Prediction with Partially Labeled Data
  Twelfth Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023), September 13-15, 2023, Limassol, Cyprus (full text available)
  
• Caprio, Michele; Sale, Yusuf; Hüllermeier, Eyke; Lee, Insup (2023)
  A Novel Bayes’ Theorem for Upper Probabilities
  Epi UAI 2023 - First International Workshop on Epistemic Uncertainty in Artificial Intelligence, August 4, 2023, Pittsburgh, PA, USA (full text available)
  
• Sale, Yusuf; Caprio, Michele; Hüllermeier, Eyke (2023)
  Is the volume of a credal set a good measure for epistemic uncertainty?
  Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI 2023), 1-3 August, 2023, Pittsburgh, PA, USA (full text available)
  
• Wimmer, Lisa; Sale, Yusuf; Hofman, Paul; Bischl, Bernd; Hüllermeier, Eyke (2023)
  Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures?
  Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI 2023), 1-3 August, 2023, Pittsburgh, PA, USA (full text available)