Empirical Inference

The Sensitivity of Counterfactual Fairness to Unmeasured Confounding

2019

Conference Paper

ei


Author(s): Kilbertus, N. and Ball, P. J. and Kusner, M. J. and Weller, A. and Silva, R.
Book Title: Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence (UAI)
Volume: 115
Pages: 616--626
Year: 2019
Month: July

Series: Proceedings of Machine Learning Research
Editors: Adams, Ryan P. and Gogate, Vibhav
Publisher: PMLR

Department(s): Empirical Inference
Bibtex Type: Conference Paper (conference)

Event Place: Tel Aviv, Israel

State: Published
URL: https://proceedings.mlr.press/v115/kilbertus20a.html

BibTex

@conference{Kilbertusetal19,
  title = {The Sensitivity of Counterfactual Fairness to Unmeasured Confounding},
  author = {Kilbertus, N. and Ball, P. J. and Kusner, M. J. and Weller, A. and Silva, R.},
  booktitle = {Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence (UAI)},
  volume = {115},
  pages = {616--626},
  series = {Proceedings of Machine Learning Research},
  editors = {Adams, Ryan P. and Gogate, Vibhav},
  publisher = {PMLR},
  month = jul,
  year = {2019},
  doi = {},
  url = {https://proceedings.mlr.press/v115/kilbertus20a.html},
  month_numeric = {7}
}