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Marc Braun

PhD student

My research focuses on the combination causal inference and machine learning. 

Publications

2024

Marc Braun, Jenny Kunz (2024) A Hypothesis-Driven Framework for the Analysis of Self-Rationalising Models Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, p. 148-161 (Conference paper)

Research

My research focuses on the combination causal inference and machine learning. Causal questions are ubiquitous decision making and science. Modern machine learning approaches have advanced the field as they allow us to model more complex relationships between variables compared to traditional approaches. I am particularly interested in the identifiability of causal effects of latent variables, uncertainty estimation, and utilizing high-dimensional data for causal inference.

If you are interested in my research, feel free to reach out to me. I am always happy to supervise master theses on causal machine learning.

About the division

Colleagues at STIMA

About the department