Dennis Frauen
Scholar

Dennis Frauen

Google Scholar ID: ieyW4WQAAAAJ
PhD student, LMU Munich
Machine LearningCausal inferenceStatistics
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Citations & Impact
All-time
Citations
669
 
H-index
12
 
i10-index
12
 
Publications
20
 
Co-authors
23
list available
Contact
No contact links provided.
Publications
21 items
Orthogonal Learner for Estimating Heterogeneous Long-Term Treatment Effects
2026
Cited
0
Generalized Bayes for Causal Inference
2026
Cited
0
Targeted Synthetic Control Method
2026
Cited
0
Rank-Learner: Orthogonal Ranking of Treatment Effects
2026
Cited
0
Nonparametric LLM Evaluation from Preference Data
2026
Cited
0
DeepBlip: Estimating Conditional Average Treatment Effects Over Time
2025
Cited
0
Overlap-weighted orthogonal meta-learner for treatment effect estimation over time
2025
Cited
0
Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference
2025
Cited
1
Resume (English only)
Co-authors
23 total
Stefan Feuerriegel
Stefan Feuerriegel
Professor, LMU Munich
Valentyn Melnychuk
Valentyn Melnychuk
Institute of AI in Management, LMU Munich School of Management
Jonas Schweisthal
Jonas Schweisthal
PhD Student, LMU Munich
Konstantin Hess
Konstantin Hess
Institute of AI in Management, LMU Munich School of Management
Mihaela van der Schaar
Mihaela van der Schaar
University of Cambridge, The Alan Turing Institute
Alicia Curth
Alicia Curth
Microsoft Research Cambridge
Niki Kilbertus
Niki Kilbertus
Technical University of Munich & Helmholtz Munich
Stefan Bauer
Stefan Bauer
Helmholtz | TUM | CIFAR