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Deep Backtracking Counterfactuals for Causally Compliant Explanations

2024

Article

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Author(s): Klaus-Rudolf Kladny and Julius von Kügelgen and Bernhard Schölkopf and Michael Muehlebach
Journal: Transactions on Machine Learning Research
Year: 2024

Department(s): Empirical Inference, Learning and Dynamical Systems
Bibtex Type: Article (article)
Paper Type: Journal

State: Submitted
URL: https://arxiv.org/abs/2310.07665

BibTex

@article{backtracking,
  title = {Deep Backtracking Counterfactuals for Causally Compliant Explanations},
  author = {Kladny, Klaus-Rudolf and von K{\"u}gelgen, Julius and Sch{\"o}lkopf, Bernhard and Muehlebach, Michael},
  journal = {Transactions on Machine Learning Research},
  year = {2024},
  doi = {},
  url = {https://arxiv.org/abs/2310.07665}
}