Christoph Jansen

WORK HISTORY

EDUCATION

ABOUT CHRISTOPH JANSEN

In a nutshell, I utilize methods from decision and game theory as well as the theory of imprecise probabilities to make machine learning (ML) methods more reliable and robust to their implicit assumptions. My work touches on various areas of ML such as uncertainty quantification, trustworthy ML, robust statistical inference and analysis of non-standard data and is published in major ML venues such as JMLR, NeurIPS and UAI.I hold a PhD in Statistics from LMU München (2018), where I also finished my habilitation in January 2025 with a venia legendi in statistics. Currently, I work as an assistant professor at the Leipzig branch of Lancaster University.For more information, please visit me on:https://chjansen.weebly.com/Links to selected recent publications can also be found here on my LinkedIn page.