Empirical Inference

Algorithmic recourse under imperfect causal knowledge: a probabilistic approach

2020

Conference Paper

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Author(s): Karimi*, A.-H. and von Kügelgen*, J. and Schölkopf, B. and Valera, I.
Book Title: Advances in Neural Information Processing Systems 33 (NeurIPS 2020)
Pages: 265--277
Year: 2020
Month: December
Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin
Publisher: Curran Associates, Inc.
Department(s): Empirical Inference, Probabilistic Learning Group
Research Project(s): Accountability and Recourse
Bibtex Type: Conference Paper (conference)
Event Name: 34th Annual Conference on Neural Information Processing Systems
Event Place: Virtual Conference
Note: *equal contribution
State: Published
URL: https://proceedings.neurips.cc/paper/2020/file/02a3c7fb3f489288ae6942498498db20-Paper.pdf
Links: arXiv

BibTex 

@conference{KarKugSchVal20,
  title = {Algorithmic recourse under imperfect causal knowledge: a probabilistic approach},
  author = {Karimi*, A.-H. and von K\"{u}gelgen*, J. and Sch{\"o}lkopf, B. and Valera, I.},
  booktitle = {Advances in Neural Information Processing Systems 33  (NeurIPS 2020)},
  pages = {265--277},
  editors = {H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin},
  publisher = {Curran Associates, Inc.},
  month = dec,
  year = {2020},
  note = {*equal contribution},
  doi = {},
  url = {https://proceedings.neurips.cc/paper/2020/file/02a3c7fb3f489288ae6942498498db20-Paper.pdf},
  month_numeric = {12}
}