Causal effect estimation from observational and interventional data through matrix weighted linear estimators

Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach. Causal effect estimation from observational and interventional data through matrix weighted linear estimators. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 1087-1097, PMLR, 2023. [doi]

Authors

Klaus-Rudolf Kladny

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Julius von Kügelgen

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Bernhard Schölkopf

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Michael Muehlebach

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