Interpretable machine learning: moving from mythos to diagnostics

Valerie Chen, Jeffrey Li, Joon Sik Kim, Gregory Plumb, Ameet Talwalkar. Interpretable machine learning: moving from mythos to diagnostics. Communications of the ACM, 65(8):43-50, 2022. [doi]

@article{ChenLKPT22,
  title = {Interpretable machine learning: moving from mythos to diagnostics},
  author = {Valerie Chen and Jeffrey Li and Joon Sik Kim and Gregory Plumb and Ameet Talwalkar},
  year = {2022},
  doi = {10.1145/3546036},
  url = {https://doi.org/10.1145/3546036},
  researchr = {https://researchr.org/publication/ChenLKPT22},
  cites = {0},
  citedby = {0},
  journal = {Communications of the ACM},
  volume = {65},
  number = {8},
  pages = {43-50},
}