Intelligent Systems

Causal Effect Estimation from Observational and Interventional Data Through Matrix Weighted Linear Estimators

2023

Conference Paper

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Author(s): Kladny, K.-R. and von Kügelgen, J. and Schölkopf, B. and Muehlebach, M.
Book Title: Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI)
Volume: 216
Pages: 1087--1097
Year: 2023
Month: August

Series: Proceedings of Machine Learning Research
Editors: Evans, Robin J. and Shpitser, Ilya
Publisher: PMLR

Department(s): Empirical Inference, Learning and Dynamical Systems
Bibtex Type: Conference Paper (conference)

Event Place: Pittsburgh, PA, USA

State: Published
URL: https://proceedings.mlr.press/v216/kladny23a.html

BibTex

@conference{KlaKugSchMue23,
  title = {Causal Effect Estimation from Observational and Interventional Data Through Matrix Weighted Linear Estimators},
  author = {Kladny, K.-R. and von K{\"u}gelgen, J. and Sch{\"o}lkopf, B. and Muehlebach, M.},
  booktitle = {Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI)},
  volume = {216},
  pages = {1087--1097},
  series = {Proceedings of Machine Learning Research},
  editors = {Evans, Robin J. and Shpitser, Ilya},
  publisher = {PMLR},
  month = aug,
  year = {2023},
  doi = {},
  url = {https://proceedings.mlr.press/v216/kladny23a.html},
  month_numeric = {8}
}