Artificial Intelligence in Management (AI)
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Valentyn Melnychuk

M.Sc. Valentyn Melnychuk

PhD Candidate, Research Assistant

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
Ludwigstr. 28 (rear building, 5th floor)
80539 München


Website: www.ai.bwl.lmu.de

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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” (UA)

  • Bachelor thesis on usage of LSTMs in human activity recognition problems

Publication

TitleJournal / Conference
Causal Transformer for Estimating Counterfactual Outcomes ICML 2022


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