The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations

Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki. The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. In Sarit Kraus, editor, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019. pages 2801-2807, ijcai.org, 2019. [doi]

@inproceedings{LaugelLMRD19,
  title = {The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations},
  author = {Thibault Laugel and Marie-Jeanne Lesot and Christophe Marsala and Xavier Renard and Marcin Detyniecki},
  year = {2019},
  doi = {10.24963/ijcai.2019/388},
  url = {https://doi.org/10.24963/ijcai.2019/388},
  researchr = {https://researchr.org/publication/LaugelLMRD19},
  cites = {0},
  citedby = {0},
  pages = {2801-2807},
  booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019},
  editor = {Sarit Kraus},
  publisher = {ijcai.org},
}