Malte Luttermann
- external PhD student -
Institute of Information Systems
University of Lübeck
Ratzeburger Allee 160 ( Building 64 - 2.OG, Room 34 )
D-23562 Lübeck
Phone: +49 451 3101 5708
Fax : +49 451 3101 5704
email : E-Mail for Malte Luttermann
Curriculum Vitae
- From 01.07.2023: External PhD student at University of Lübeck and researcher at DFKI Lübeck
- 01.10.2021 – 30.06.2023: Research assistant at the Institute of Information Systems at Universität zu Lübeck
- September 2021 – M.Sc. in Computer Science, Universität zu Lübeck
- October 2019 – B.Sc. in Computer Science, Universität zu Lübeck
Research Interests
- Causal Models
- Machine Learning
- Probabilistic Graphical Models
- Relational Models
Teaching
Exercises
- Non-Standard Databases and Data Mining (BA 5. semester, German, 2ex, winter term 2021/22, winter term 2022/23)
- Algorithms and Data Structures (BA 2. semester, German, 2ex, summer term 2022 in collaboration with Magnus Bender)
Publications
2024
- Malte Luttermann, Johann Machemer, Marcel Gehrke: Efficient Detection of Exchangeable Factors in Factor Graphs
to be published in: Proceedings of the Thirty-Seventh International FLAIRS Conference (FLAIRS-24), 2024, Florida Online Journals
- Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke: Lifted Causal Inference in Relational Domains
in: Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-24), 2024, PMLR
- Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke: Colour Passing Revisited: Lifted Model Construction with Commutative Factors
in: Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24), 2024, AAAI Press, Vol.38, p.20500-20507
- Malte Luttermann, Edgar Baake, Juljan Bouchagiar, Benjamin Gebel, Philipp Grüning, Dilini Manikwadura, Franziska Schollemann, Elisa Teifke, Philipp Rostalski, Ralf Möller: Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain
in: German Journal of Artificial Intelligence, 2024
2023
- Malte Luttermann, Ralf Möller, Marcel Gehrke: Lifting Factor Graphs with Some Unknown Factors
in: Proceedings of the Seventeenth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU-23), 2023, Springer, Vol.14294, p.337-347
- Malte Luttermann, Marcel Wienöbst, Maciej Liskiewicz: Practical Algorithms for Orientations of Partially Directed Graphical Models
in: Proceedings of the Second Conference on Causal Learning and Reasoning (CLeaR-23), 2023, PMLR, Vol.213, p.259-280
- Marcel Wienöbst, Malte Luttermann, Max Bannach, Maciej Liskiewicz: Efficient Enumeration of Markov Equivalent DAGs
in: Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23), 2023, AAAI Press, Vol.37, p.12313-12320