"If it didn't happen, why would I change my decision?": How Judges Respond to Counterfactual Explanations for the Public Safety Assessment

Yaniv Yacoby, Ben Green 0004, Christopher L. Griffin, Finale Doshi-Velez. "If it didn't happen, why would I change my decision?": How Judges Respond to Counterfactual Explanations for the Public Safety Assessment. In Jane Hsu 0001, Ming Yin, editors, Proceedings of the Tenth AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2022, virtual, November 6-10, 2022. pages 219-230, AAAI Press, 2022. [doi]

@inproceedings{Yacoby0GD22,
  title = {"If it didn't happen, why would I change my decision?": How Judges Respond to Counterfactual Explanations for the Public Safety Assessment},
  author = {Yaniv Yacoby and Ben Green 0004 and Christopher L. Griffin and Finale Doshi-Velez},
  year = {2022},
  url = {https://ojs.aaai.org/index.php/HCOMP/article/view/22001},
  researchr = {https://researchr.org/publication/Yacoby0GD22},
  cites = {0},
  citedby = {0},
  pages = {219-230},
  booktitle = {Proceedings of the Tenth AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2022, virtual, November 6-10, 2022},
  editor = {Jane Hsu 0001 and Ming Yin},
  publisher = {AAAI Press},
  isbn = {978-1-57735-878-7},
}