Learning and Dynamical Systems Empirische Inferenz Article 2024

Deep Backtracking Counterfactuals for Causally Compliant Explanations

Author(s): Klaus-Rudolf Kladny and Julius von Kügelgen and Bernhard Schölkopf and Michael Muehlebach
Journal: Transactions on Machine Learning Research
Year: 2024
Month: July
Bibtex Type: Article (article)
State: Published
URL: https://openreview.net/pdf?id=Br5esc2CXR
Electronic Archiving: grant_archive
ISSN: 2835-8856
Links:

BibTex

@article{backtracking24,
  title = {Deep Backtracking Counterfactuals for Causally Compliant Explanations},
  journal = {Transactions on Machine Learning Research},
  month = jul,
  year = {2024},
  slug = {backtracking24},
  author = {Kladny, Klaus-Rudolf and von K{\"u}gelgen, Julius and Sch{\"o}lkopf, Bernhard and Muehlebach, Michael},
  url = {https://openreview.net/pdf?id=Br5esc2CXR},
  month_numeric = {7}
}