Items where Author is "König, Gunnar"

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Number of items: 6.

Paper in Conference Proceedings or in Workshop Proceedings

  • Improvement-focused causal recourse (ICR)
    König, Gunnar and Freiesleben, Timo and Grosse-Wentrup, Moritz In: The 37th AAAI Conference on Artificial Intelligence , 07-14 Feb 2023 , Washington, DC, USA (2023)

  • Efficient SAGE estimation via causal structure learning
    Luther, Christoph and König, Gunnar and Grosse-Wentrup, Moritz In: 26th International Conference on Artificial Intelligence and Statistics (AISTATS) 2023 , 25-27 Apr 2023 , Palau de Congressos, Valencia, Spain (2023)

  • A Causal Perspective on Meaningful and Robust Algorithmic Recourse
    König, Gunnar and Freiesleben, Timo and Grosse-Wentrup, Moritz In: ICML Workshop on Algorithmic Recourse , July 24, 2021 , Virtual (2021)

  • Relative Feature Importance
    König, Gunnar and Molnar, Christoph and Bischl, Bernd and Grosse-Wentrup, Moritz In: 2020 25th International Conference On Pattern Recognition , 10.-15.01.2021 , Virtual Event (2021)

  • Pitfalls to Avoid when Interpreting Machine Learning Models
    Molnar, Christoph and König, Gunnar and Herbinger, Julia and Freiesleben, Timo and Dandl, Susanne and Scholbeck, Christian A. and Casalicchio, Giuseppe and Grosse-Wentrup, Moritz and Bischl, Bernd In: XXAI: Extending Explainable AI Beyond Deep Models and Classifiers, ICML 2020 Workshop , 18th of July, 2020 , Virtually (2020)

    • Book Section/Chapter

  • General pitfalls of model-agnostic interpretation methods for machine learning models
    Molnar, Christoph and König, Gunnar and Herbinger, Julia and Freiesleben, Timo and Dandl, Susanne and Scholbeck, Christian A. and Casalicchio, Giuseppe and Grosse-Wentrup, Moritz and Bischl, Bernd In: xxAI - Beyond Explainable AI. Springer, Cham, pp. 39-68 (2022)

    • This list was generated on Mon Dec 30 17:32:02 2024 CET.
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