About
I am a researcher in computer science working at the University of Hamburg. 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
On the Detection of Commutative Factors in Factor Graphs: Necessary and Sufficient Conditions
Malte Luttermann, Ralf Möller, Marcel Gehrke. (2026). "On the Detection of Commutative Factors in Factor Graphs: Necessary and Sufficient Conditions." Proceedings of the Thirteenth International Conference on Probabilistic Graphical Models (PGM-2026). PMLR, Volume 343, pages 497-522.
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Predicting How People Update Beliefs: Comparison of Individual-, Subgroup-, and Population-Level Dynamic Bayesian Networks
Rebecca von Engelhardt, Malte Luttermann. (2026). "Predicting How People Update Beliefs: Comparison of Individual-, Subgroup-, and Population-Level Dynamic Bayesian Networks." Proceedings of the Thirteenth Annual Conference on Advances in Cognitive Systems. To appear.
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Poster
Capturing Inter-Individual Differences in Cognitive Processes via Hierarchical Clustering in Dynamic Bayesian Networks
Rebecca von Engelhardt, Malte Luttermann. (2026). "Capturing Inter-Individual Differences in Cognitive Processes via Hierarchical Clustering in Dynamic Bayesian Networks." Proceedings of the Thirteenth Annual Conference on Advances in Cognitive Systems. To appear.
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