Concepedia

Dennis Frauen

DF

3

Publications

237

Citations

3

H-Index

2022

Active since

Affiliations

Ludwig-Maximilians-Universität München(Current)

Munich Center for Machine Learning

Dennis Frauen is an author at Ludwig-Maximilians-Universität München specializing in causal inference, predictive analytics, and statistics.

ORCID

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Publications per year

2022–2024

3

Publications

3

Causal machine learning for predicting treatment outcomes

Stefan Feuerriegel, Dennis Frauen, Valentyn Melnychuk et al. · Nature Medicine · 2024 · 208 citations · Full text

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Causal Transformer for Estimating Counterfactual Outcomes

Valentyn Melnychuk, Dennis Frauen, Stefan Feuerriegel · arXiv (Cornell University) · 2022 · 19 citations · Full text

, , +20

Estimating Average Causal Effects from Patient Trajectories

Dennis Frauen, Tobias Hatt, Valentyn Melnychuk et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 10 citations · Full text

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