Responsibilities
▪ Causal machine learning
▪ Treatment effect estimation
▪ Causal representation learning
▪ Causal structure learning
▪ Probabilistic modelling
Contact
Ludwig-Maximilians-Universität München
LMU Munich School of Management
Institute of AI in Management
Schackstrasse 4
80539 München
LMU Munich School of Management
Institute of AI in Management
Schackstrasse 4
80539 München
Email:
ai@som.lmu.de
Website:
www.ai.bwl.lmu.de
Education
M.Sc. Data Science, Ludwig-Maximilians-University of Munich
- Master thesis on Conditional Normalizing Flows for Interpretability
B.Sc. System Analysis, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
- Bachelor thesis on usage of LSTMs in human activity recognition problems
Publication
| Title | Journal / Conference |
|---|---|
| Causal Transformer for Estimating Counterfactual Outcomes | ICML 2022 |
Back to Homepage