Scholar
Dennis Frauen
Google Scholar ID: ieyW4WQAAAAJ
PhD student, LMU Munich
Machine Learning
Causal inference
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Citations
669
H-index
12
i10-index
12
Publications
20
Co-authors
23
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Publications
27 items
OncoSynth: Synthetic data generation for treatment effect estimation in oncology
2026
Cited
0
Causal methods for LLM development and evaluation
2026
Cited
0
Adaptive Experimentation for Censored Survival Outcomes
2026
Cited
0
Amortizing Causal Sensitivity Analysis via Prior Data-Fitted Networks
2026
Cited
0
ConfoundingSHAP: Quantifying confounding strength in causal inference
2026
Cited
0
Debiased neural operators for estimating functionals
2026
Cited
0
Orthogonal Learner for Estimating Heterogeneous Long-Term Treatment Effects
2026
Cited
0
Generalized Bayes for Causal Inference
2026
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0
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Co-authors
23 total
Stefan Feuerriegel
Professor, LMU Munich
Valentyn Melnychuk
Institute of AI in Management, LMU Munich School of Management
Jonas Schweisthal
PhD Student, LMU Munich
Konstantin Hess
Institute of AI in Management, LMU Munich School of Management
Mihaela van der Schaar
University of Cambridge, The Alan Turing Institute
Alicia Curth
Microsoft Research Cambridge
Niki Kilbertus
Technical University of Munich & Helmholtz Munich
Stefan Bauer
Helmholtz | TUM | CIFAR
