references.bib

@inproceedings{baniecki2024robustnessglobal,
  author    = {Baniecki, Hubert and Casalicchio, Giuseppe and Bischl, Bernd and Biecek, Przemyslaw},
  editor    = {Bifet, Albert and Davis, Jesse and Krilavičius, Tomas and Kull, Meelis and Ntoutsi, Eirini and Žliobaitė, Indrė},
  title     = {On the~{{Robustness}} of~{{Global Feature Effect Explanations}}},
  language  = {en},
  location  = {Cham},
  publisher = {Springer Nature Switzerland},
  booktitle = {Machine {{Learning}} and {{Knowledge Discovery}} in {{Databases}}. {{Research Track}}},
  date      = {2024},
  doi       = {10.1007/978-3-031-70344-7_8},
  isbn      = {978-3-031-70344-7},
  pages     = {125--142},
}

@incollection{dandl2024countarfactuals,
  author    = {Dandl, Susanne and Blesch, Kristin and Freiesleben, Timo and König, Gunnar and Kapar, Jan and Bischl, Bernd and Wright, Marvin N.},
  editor    = {Longo, Luca and Lapuschkin, Sebastian and Seifert, Christin},
  title     = {{{CountARFactuals}} – {{Generating Plausible Model-Agnostic Counterfactual Explanations}} with {{Adversarial Random Forests}}},
  location  = {Cham},
  publisher = {Springer Nature Switzerland},
  booktitle = {Explainable {{Artificial Intelligence}}},
  date      = {2024},
  doi       = {10.1007/978-3-031-63800-8_5},
  issn      = {978-3-031-63799-5 978-3-031-63800-8},
  langid    = {english},
  pages     = {85--107},
  volume    = {2155},
}

@inproceedings{ewald2024guidefeature,
  author    = {Ewald, Fiona Katharina and Bothmann, Ludwig and Wright, Marvin N. and Bischl, Bernd and Casalicchio, Giuseppe and König, Gunnar},
  editor    = {Longo, Luca and Lapuschkin, Sebastian and Seifert, Christin},
  title     = {A {{Guide}} to~{{Feature Importance Methods}} for~{{Scientific Inference}}},
  language  = {en},
  location  = {Cham},
  publisher = {Springer Nature Switzerland},
  booktitle = {Explainable {{Artificial Intelligence}}},
  date      = {2024},
  doi       = {10.1007/978-3-031-63797-1_22},
  isbn      = {978-3-031-63797-1},
  pages     = {440--464},
}

@incollection{kapar2025whatswrongsynthetictabular,
  title = {What’s {{Wrong}} with {{Your Synthetic Tabular Data}}? {{Using Explainable AI}} to {{Evaluate Generative Models}}},
  shorttitle = {What’s {{Wrong}} with {{Your Synthetic Tabular Data}}?},
  booktitle = {Explainable {{Artificial Intelligence}}},
  author = {Kapar, Jan and Koenen, Niklas and Jullum, Martin},
  editor = {Guidotti, Riccardo and Schmid, Ute and Longo, Luca},
  date = {2026},
  volume = {2578},
  pages = {19--43},
  publisher = {Springer Nature Switzerland},
  location = {Cham},
  doi = {10.1007/978-3-032-08327-2_2},
  isbn = {978-3-032-08326-5 978-3-032-08327-2},
  language = {en}
}