Invariant representation learning for treatment effect estimation

Claudia Shi, Victor Veitch, David M. Blei. Invariant representation learning for treatment effect estimation. In Cassio P. de Campos, Marloes H. Maathuis, Erik Quaeghebeur, editors, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021. Volume 161 of Proceedings of Machine Learning Research, pages 1546-1555, AUAI Press, 2021. [doi]

@inproceedings{ShiVB21,
  title = {Invariant representation learning for treatment effect estimation},
  author = {Claudia Shi and Victor Veitch and David M. Blei},
  year = {2021},
  url = {https://proceedings.mlr.press/v161/shi21a.html},
  researchr = {https://researchr.org/publication/ShiVB21},
  cites = {0},
  citedby = {0},
  pages = {1546-1555},
  booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021},
  editor = {Cassio P. de Campos and Marloes H. Maathuis and Erik Quaeghebeur},
  volume = {161},
  series = {Proceedings of Machine Learning Research},
  publisher = {AUAI Press},
}