Scholar
Alexander Marx
Google Scholar ID: fJ9u_woAAAAJ
TU Dortmund
Citations & Impact
Citations
667
H-index
16
i10-index
16
Publications
20
Co-authors
29
list available
Publications
Resume (English only)
Academic Achievements
- - Publications: Papers published in top conferences such as NeurIPS, TMLR, XAI, etc.
- - Awards: Multiple Top Reviewer Awards (e.g., AISTATS'22, AISTATS'23, NeurIPS'23)
- - Projects: Involved in various research projects, including predicting nocturnal hypoglycemia risk in children, pediatric glucose forecasting, etc.
Research Experience
- - Professor at TU Dortmund, leading the Causality group
- - Postdoctoral Researcher at the Computational Biology Group, ETH Zürich
- - Postdoc-Fellow at the ETH AI Center
- - Member of the Medical Data Science Group
Education
- - Ph.D.: Completed in the Exploratory Data Analysis group affiliated with the CISPA Helmholtz Center for Information Security and the Max Planck Institute for Informatics.
Background
- - Research Interests: Intersection of causality and machine learning, focusing on causal discovery, causal representation learning, information theory, and Bayesian deep learning
- - Professional Field: Statistics, Data Science
- - Brief Introduction: Professor at TU Dortmund, leading the Causality group, researching trustworthy data science and security, and a member of the ELLIS society.
Miscellany
- - Personal Interests: Not provided
