About

I am a researcher in computer science working at the German Research Center for Artificial Intelligence. My work focuses on probabilistic relational models, especially on lifted probabilistic inference therein. I am also broadly interested in causal models and their applications.

Recent Publications

Approximate Lifted Model Construction

Malte Luttermann, Jan Speller, Marcel Gehrke, Tanya Braun, Ralf Möller, Mattis Hartwig. (2025). "Approximate Lifted Model Construction." To appear in: Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence (IJCAI-2025).
Paper Slides Poster

Lifted Model Construction without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs

Malte Luttermann, Ralf Möller, Marcel Gehrke. (2025). "Lifted Model Construction without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs." Proceedings of the Third Learning on Graphs Conference (LoG-2024). PMLR, Volume 269, pages 46:1-46:17.
Paper Poster URL

Lifting Factor Graphs with Some Unknown Factors for New Individuals

Malte Luttermann, Ralf Möller, Marcel Gehrke. (2025). "Lifting Factor Graphs with Some Unknown Factors for New Individuals." International Journal of Approximate Reasoning (2025). Elsevier, Volume 179.
Paper URL