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Learning and Dynamical Systems Empirical Inference Article 2024

Deep Backtracking Counterfactuals for Causally Compliant Explanations

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Learning and Dynamical Systems, Empirical Inference
Klaus-Rudolf Kladny
  • Doctoral Researcher
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Empirical Inference
Bernhard Schölkopf
  • Director
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Learning and Dynamical Systems
Michael Muehlebach
Research Group Leader
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Empirical Inference
Julius von Kügelgen
  • Doctoral Researcher

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}
}