Computing Abductive Explanations for Boosted Trees

Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski. Computing Abductive Explanations for Boosted Trees. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 4699-4711, PMLR, 2023. [doi]

@inproceedings{AudemardLMS23,
  title = {Computing Abductive Explanations for Boosted Trees},
  author = {Gilles Audemard and Jean-Marie Lagniez and Pierre Marquis and Nicolas Szczepanski},
  year = {2023},
  url = {https://proceedings.mlr.press/v206/audemard23a.html},
  researchr = {https://researchr.org/publication/AudemardLMS23},
  cites = {0},
  citedby = {0},
  pages = {4699-4711},
  booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain},
  editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan-Willem van de Meent},
  volume = {206},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}