Unfooling SHAP and SAGE: Knockoff Imputation for Shapley Values

Kristin Blesch, Marvin N. Wright, David S. Watson. Unfooling SHAP and SAGE: Knockoff Imputation for Shapley Values. In Luca Longo, editor, Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part I. Volume 1901 of Communications in Computer and Information Science, pages 131-146, Springer, 2023. [doi]

@inproceedings{BleschWW23,
  title = {Unfooling SHAP and SAGE: Knockoff Imputation for Shapley Values},
  author = {Kristin Blesch and Marvin N. Wright and David S. Watson},
  year = {2023},
  doi = {10.1007/978-3-031-44064-9_8},
  url = {https://doi.org/10.1007/978-3-031-44064-9_8},
  researchr = {https://researchr.org/publication/BleschWW23},
  cites = {0},
  citedby = {0},
  pages = {131-146},
  booktitle = {Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part I},
  editor = {Luca Longo},
  volume = {1901},
  series = {Communications in Computer and Information Science},
  publisher = {Springer},
  isbn = {978-3-031-44064-9},
}