Explainability fact sheets: a framework for systematic assessment of explainable approaches

Kacper Sokol, Peter A. Flach. Explainability fact sheets: a framework for systematic assessment of explainable approaches. In Mireille Hildebrandt, Carlos Castillo 0001, Elisa Celis, Salvatore Ruggieri, Linnet Taylor, Gabriela Zanfir-Fortuna, editors, FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020. pages 56-67, ACM, 2020. [doi]

@inproceedings{SokolF20,
  title = {Explainability fact sheets: a framework for systematic assessment of explainable approaches},
  author = {Kacper Sokol and Peter A. Flach},
  year = {2020},
  doi = {10.1145/3351095.3372870},
  url = {https://doi.org/10.1145/3351095.3372870},
  researchr = {https://researchr.org/publication/SokolF20},
  cites = {0},
  citedby = {0},
  pages = {56-67},
  booktitle = {FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020},
  editor = {Mireille Hildebrandt and Carlos Castillo 0001 and Elisa Celis and Salvatore Ruggieri and Linnet Taylor and Gabriela Zanfir-Fortuna},
  publisher = {ACM},
  isbn = {978-1-4503-6936-7},
}