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Veröffentlichungsdatum
Anzahl der Publikationen: 5
2024
Feuerriegel, Stefan; Frauen, Dennis; Melnychuk, Valentyn; Schweisthal, Jonas; Hess, Konstantin; Curth, Alicia; Bauer, Stefan; Kilbertus, Niki; Kohane, Isaac S. und Schaar, Mihaela van der
(2024):
Causal machine learning for predicting treatment outcomes.
In: Nature Medicine, Bd. 30: S. 958-968
[PDF, 3MB]
2023
Melnychuk, Valentyn; Frauen, Dennis und Feuerriegel, Stefan 
ORCID: https://orcid.org/0000-0001-7856-8729
(2023):
Normalizing Flows for Interventional Density Estimation.
ICML 2023, Honolulu, Hawaii, 23.07.2023-29.07.2023.
ORCID: https://orcid.org/0000-0001-7856-8729
(2023):
Normalizing Flows for Interventional Density Estimation.
ICML 2023, Honolulu, Hawaii, 23.07.2023-29.07.2023.
2022
Melnychuk, Valentyn; Frauen, Dennis und Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
Causal Transformer for Estimating Counterfactual Outcomes.
ICML 2022, Baltimore, 17.07.2022-23.07.2022.
arXiv.
ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
Causal Transformer for Estimating Counterfactual Outcomes.
ICML 2022, Baltimore, 17.07.2022-23.07.2022.
arXiv.
Frauen, Dennis; Hatt, Tobias; Melnychuk, Valentyn und Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
Estimating average causal effects from patient trajectories.
AAAI-23, Washington D.C., 07.02.2023-14.02.2023.
arXiv.
ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
Estimating average causal effects from patient trajectories.
AAAI-23, Washington D.C., 07.02.2023-14.02.2023.
arXiv.
Frauen, Dennis und Feuerriegel, Stefan ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
Estimating individual treatment effects under unobserved confounding using binary instruments.
ICLR 2023, Kigali, 01.05.2023-05.05.2023.
arXiv.
ORCID: https://orcid.org/0000-0001-7856-8729
(2022):
Estimating individual treatment effects under unobserved confounding using binary instruments.
ICLR 2023, Kigali, 01.05.2023-05.05.2023.
arXiv.