Scholar
Konstantin Hess
Google Scholar ID: yZvpjxcAAAAJ
Institute of AI in Management, LMU Munich School of Management
Causal Inference
Policy Learning
Deep Learning
Bayesian Methods
Time Series
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Homepage
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Citations & Impact
All-time
Citations
304
H-index
5
i10-index
2
Publications
11
Co-authors
12
list available
Contact
Email
k.hess@lmu.de
LinkedIn
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Publications
9 items
Targeted Synthetic Control Method
2026
Cited
0
Overlap-weighted orthogonal meta-learner for treatment effect estimation over time
2025
Cited
0
An Orthogonal Learner for Individualized Outcomes in Markov Decision Processes
2025
Cited
0
Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects from Time-to-Event Data
2025
Cited
0
Efficient and Sharp Off-Policy Learning under Unobserved Confounding
2025
Cited
0
Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets
International Conference on Learning Representations · 2024
Cited
5
Stabilized Neural Prediction of Potential Outcomes in Continuous Time
arXiv.org · 2024
Cited
0
Model-agnostic meta-learners for estimating heterogeneous treatment effects over time
arXiv.org · 2024
Cited
4
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Resume (English only)
Research Experience
Doctoral student and scientific assistant at the Institute of Artificial Intelligence (AI) in Management, LMU Munich.
Background
Research interests include causal machine learning, treatment effect estimation, Bayesian methods, deep learning, and neural differential equations.
Miscellany
Contact: konstantin.hess@lmu.de; Office Address: Ludwigstr. 28 RG, Room 506, 80539 Munich; LinkedIn: https://www.linkedin.com/in/konstantin-hess-7b47a5165/; Google Scholar: https://scholar.google.com/citations?user=KXxRzGwAAAAJ&hl=en
Co-authors
12 total
Stefan Feuerriegel
Professor, LMU Munich
Dennis Frauen
PhD student, LMU Munich
Valentyn Melnychuk
Institute of AI in Management, LMU Munich School of Management
Jonas Schweisthal
PhD Student, LMU Munich
Niki Kilbertus
Technical University of Munich & Helmholtz Munich
Stefan Bauer
Helmholtz | TUM | CIFAR
Alicia Curth
Microsoft Research Cambridge
Mihaela van der Schaar
University of Cambridge, The Alan Turing Institute
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