Scholar
Christoph Jansen
Google Scholar ID: Lrh5XU8AAAAJ
Assistant Professor at Lancaster University Leipzig
Citations & Impact
Citations
220
H-index
9
i10-index
8
Publications
20
Co-authors
9
list available
Contact
Resume (English only)
Academic Achievements
- Several papers accepted at prestigious conferences such as INLG 2025, ISIPTA 2025, ECSQARU 2025, and NeurIPS 2024, covering topics like statistical multicriteria evaluation, dynamic rationality, robust pseudo-label selection in semi-supervised learning, etc.
Research Experience
- Was a PostDoc at the Department of Statistics of LMU Munich, appointed as an interim W2-professor for Statistics during summer semester 2022. Currently serving as a tenured Assistant Professor in Data Science at the School of Computing & Communications (SCC) of Lancaster University Leipzig, and as a member of the executive committee of SIPTA.
Education
- Earned a Ph.D. in Statistics from the Department of Statistics at LMU Munich in 2018 (supervisor: Thomas Augustin), with a thesis on decision making in complex information settings; completed habilitation in January 2025, with a thesis on ML under weakly structured information, also at LMU Munich.
Background
- Tenured Assistant Professor in Data Science, with research interests spanning decision-theoretic foundations of machine learning, decision making under uncertainty, and making ML methods more reliable and robust to their implicit assumptions.
Miscellany
- Open to discussions on related topics and encourages interested individuals to reach out.
