Artificial Intelligence in Management (AI)
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Dennis Frauen

M.Sc. Dennis Frauen

PhD Candidate, Research Assistant

Responsibilities

▪ Causal machine learning
▪ Treatment effect estimation
▪ Longitudinal data analysis
▪ Causal representation learning
▪ Deep learning

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. Mathematics, University of Göttingen

  • Focus on mathematical statistics with minor courses in applied statistics, machine learning and applied mathematics
  • Master thesis on statistical inference based on optimal transport for protein alignment

B.Sc. Mathematics, University of Hamburg

  • General studies in pure and applied mathematics
  • Minor subject: physics

Publication

TitleJournal / Conference
Causal Transformer for Estimating Counterfactual Outcomes ICML 2022

Presentation

TopicEvent
Causal Machine Learning for Algorithmic Fairness Causal Data Science Meeting 2022, November 08

 

 

 

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