Malte Luttermann
- externer Doktorand -
Institut für Informationssysteme
Universität zu Lübeck
Ratzeburger Allee 160 ( Gebäude 64 - 2.OG, Raum 34 )
D-23562 Lübeck
Telefon: +49 451 3101 5708
Fax : +49 451 3101 5704
email : E-Mail an Malte Luttermann
Curriculum Vitae
- Seit 01.07.2023: Externer Doktorand an der Universität zu Lübeck unter der Betreuung von Prof. Dr. Ralf Möller, sowie Mitarbeiter der DFKI Außenstelle Lübeck
- 01.10.2021 – 30.06.2023: Wissenschaftlicher Mitarbeiter am Institut für Informationssysteme der Universität zu Lübeck
- September 2021 – M.Sc. in Informatik, Universität zu Lübeck
- Oktober 2019 – B.Sc. in Informatik, Universität zu Lübeck
Forschungsinteressen
- Kausale Modelle
- Maschinelles Lernen
- Probabilistische Graphische Modelle
- Relationale Modelle
Lehre
Übungsleitung:
- Non-Standard Datenbanken und Data Mining (BA 5. Semester, 2 SWS, WS 2021/22, WS 2022/23)
- Algorithmen und Datenstrukturen (BA 2. Semester, 2 SWS, SS 2022 zusammen mit Magnus Bender)
Publikationen
2024
- Malte Luttermann, Johann Machemer, Marcel Gehrke: Efficient Detection of Exchangeable Factors in Factor Graphs
wird veröffentlicht 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, Vol.236, p.827-842
- 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
- 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
:@inproceedings{LuBrMoGe24, author = {Malte Luttermann and Tanya Braun and Ralf M\"oller and Marcel Gehrke}, title = {{Colour Passing Revisited: Lifted Model Construction with Commutative Factors}}, booktitle = {Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24)}, year = {2024}, volume = {38}, pages = {20500--20507}, publisher = {{AAAI} Press}, doi = {https://doi.org/10.1609/aaai.v38i18.30034}, }
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