Jonas Schweisthal
Scholar

Jonas Schweisthal

Google Scholar ID: GHpjcEsAAAAJ
PhD Student, LMU Munich
Machine LearningStatisticsCausal Inference
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Citations & Impact
All-time
Citations
375
 
H-index
6
 
i10-index
4
 
Publications
20
 
Co-authors
40
list available
Contact
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Publications
8 items
Assessing the robustness of heterogeneous treatment effects in survival analysis under informative censoring
2025
Cited
0
An Orthogonal Learner for Individualized Outcomes in Markov Decision Processes
2025
Cited
0
Overlap-Adaptive Regularization for Conditional Average Treatment Effect Estimation
2025
Cited
0
LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding
2025
Cited
0
A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments
2025
Cited
0
Treatment Effect Estimation for Optimal Decision-Making
2025
Cited
0
Orthogonal Representation Learning for Estimating Causal Quantities
2025
Cited
0
Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets
International Conference on Learning Representations · 2024
Cited
5
Resume (English only)
Co-authors
40 total
Stefan Feuerriegel
Stefan Feuerriegel
Professor, LMU Munich
Dennis Frauen
Dennis Frauen
PhD student, LMU Munich
Valentyn Melnychuk
Valentyn Melnychuk
Institute of AI in Management, LMU Munich School of Management
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
Niki Kilbertus
Niki Kilbertus
Technical University of Munich & Helmholtz Munich
Stefan Bauer
Stefan Bauer
Helmholtz | TUM | CIFAR
Alicia Curth
Alicia Curth
Microsoft Research Cambridge