publications

Publications by categories in reversed chronological order.

2024

  1. UAI
    Label-wise Aleatoric and Epistemic Uncertainty Quantification
    Yusuf Sale, Paul Hofman, Timo Löhr, and 3 more authors
    In The 40th Conference on Uncertainty in Artificial Intelligence, 2024
  2. ICML
    Second-Order Uncertainty Quantification: A Distance-Based Approach
    Yusuf Sale, Viktor Bengs, Michele Caprio, and 1 more author
    In Forty-first International Conference on Machine Learning, 2024
  3. SPIGM
    Quantifying Aleatoric and Epistemic Uncertainty: A Credal Approach
    Paul Hofman, Yusuf Sale, and Eyke Hüllermeier
    In ICML 2024 Workshop on Structured Probabilistic Inference & Generative Modeling, 2024
  4. arXiv
    Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration
    Julian Rodemann, Federico Croppi, Philipp Arens, and 7 more authors
    arXiv preprint arXiv:2403.04629, 2024
  5. arXiv
    Quantifying Aleatoric and Epistemic Uncertainty with Proper Scoring Rules
    Paul Hofman, Yusuf Sale, and Eyke Hüllermeier
    arXiv preprint arXiv:2404.12215, 2024

2023

  1. UAI
    Quantifying Aleatoric and Epistemic Uncertainty in Machine Learning: Are Conditional Entropy and Mutual Information Appropriate Measures?
    Lisa Wimmer, Yusuf Sale, Paul Hofman, and 2 more authors
    In The 39th Conference on Uncertainty in Artificial Intelligence, 2023
  2. UAI
    Is the Volume of a Credal Set a Good Measure for Epistemic Uncertainty?
    Yusuf Sale, Michele Caprio, and Eyke Hüllermeier
    In The 39th Conference on Uncertainty in Artificial Intelligence, 2023
  3. COPA
    Conformal Prediction with Partially Labeled Data
    Alireza Javanmardi, Yusuf Sale, Paul Hofman, and 1 more author
    In Conformal and Probabilistic Prediction with Applications, 2023
  4. Epi UAI
    A Novel Bayes’ Theorem for Upper Probabilities
    Michele Caprio, Yusuf Sale, Eyke Hüllermeier, and 1 more author
    In International Workshop on Epistemic Uncertainty in Artificial Intelligence, 2023
  5. arXiv
    Second-Order Uncertainty Quantification: Variance-Based Measures
    Yusuf Sale, Paul Hofman, Lisa Wimmer, and 2 more authors
    arXiv preprint arXiv:2401.00276, 2023

2022

  1. THESIS
    G-Framework in Statistics
    Yusuf Sale
    2022

2019

  1. THESIS
    Robuste Minimax-Tests und eine Robustifizierung des Bayes-Faktors
    Yusuf Sale
    2019