Malte Luttermann
- Research Assistant -
Ratzeburger Allee 160
23562 Lübeck
Gebäude 64, 2. OG,
Raum 34
Email: | luttermann(at)ifis.uni-luebeck.de |
Phone: | +49 451 3101 5708 |
Fax: | +49 451 3101 5704 |
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, and
Marcel
Gehrke,
Efficient Detection of Commutative Factors in Factor Graphs, PMLR, 092024.
Efficient Detection of Commutative Factors in Factor Graphs, PMLR, 092024.
Weblink: | https://proceedings.mlr.press/v246/luttermann24a.html |
Datei: | Dateilink |
Bibtex: | @inproceedings{LuMaGe24b, author = {Malte Luttermann and Johann Machemer and Marcel Gehrke}, title = {{Efficient Detection of Commutative Factors in Factor Graphs}}, booktitle = {Proceedings of the Twelfth International Conference on Probabilistic Graphical Models (PGM-2024)}, year = {2024}, volume = {246}, pages = {38--56}, publisher = {{PMLR}}, url = {https://proceedings.mlr.press/v246/luttermann24a.html}, } |
Malte
Luttermann,
Ralf
Möller, and
Mattis
Hartwig,
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models, in Proceedings of the Forty-Seventh German Conference on Artificial Intelligence (KI-2024) , Springer, 082024. pp. 175--189.
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models, in Proceedings of the Forty-Seventh German Conference on Artificial Intelligence (KI-2024) , Springer, 082024. pp. 175--189.
DOI: | https://doi.org/10.1007/978-3-031-70893-0_13 |
Datei: | Dateilink |
Bibtex: | @inproceedings{LuMoHa24, author = {Malte Luttermann and Ralf Möller and Mattis Hartwig}, title = {{Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models}}, booktitle = {Proceedings of the Forty-Seventh German Conference on Artificial Intelligence (KI-2024)}, year = {2024}, pages = {175--189}, publisher = {Springer}, } |
Tim
Schulz,
Malte
Luttermann, and
Ralf
Möller,
AutoRAG: Grounding Text and Symbols, German Journal of Artificial Intelligence , 07 2024. Springer.
AutoRAG: Grounding Text and Symbols, German Journal of Artificial Intelligence , 07 2024. Springer.
DOI: | https://doi.org/10.1007/s13218-024-00850-z |
Bibtex: | @article{ScLuMo24, author = {Tim Schulz and Malte Luttermann and Ralf Möller}, title = {AutoRAG: Grounding Text and Symbols}, journal = {German Journal of Artificial Intelligence}, year = {2024}, publisher = {Springer}, doi = {https://doi.org/10.1007/s13218-024-00850-z} } |
Malte
Luttermann,
Johann
Machemer, and
Marcel
Gehrke,
Efficient Detection of Exchangeable Factors in Factor Graphs, in Proceedings of the Thirty-Seventh International FLAIRS Conference (FLAIRS-24) , Florida Online Journals, 052024.
Efficient Detection of Exchangeable Factors in Factor Graphs, in Proceedings of the Thirty-Seventh International FLAIRS Conference (FLAIRS-24) , Florida Online Journals, 052024.
Weblink: | https://journals.flvc.org/FLAIRS/article/view/135518 |
Datei: | Dateilink |
Bibtex: | @inproceedings{LuMaGe24, author = {Malte Luttermann and Johann Machemer and Marcel Gehrke}, title = {Efficient Detection of Exchangeable Factors in Factor Graphs}, booktitle = {Proceedings of the Thirty-Seventh International FLAIRS Conference (FLAIRS-24)}, year = {2024}, volume = {37}, publisher = {Florida Online Journals}, url = {https://journals.flvc.org/FLAIRS/article/view/135518}, } |
Malte
Luttermann,
Edgar
Baake,
Juljan
Bouchagiar,
Benjamin
Gebel,
Philipp
Grüning,
Dilini
Manikwadura,
Franziska
Schollemann,
Elisa
Teifke,
Philipp
Rostalski, and
Ralf
Möller,
Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain, German Journal of Artificial Intelligence , 04 2024. Springer.
Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain, German Journal of Artificial Intelligence , 04 2024. Springer.
DOI: | https://doi.org/10.1007/s13218-023-00810-z |
Datei: | Dateilink |
Bibtex: | @article{LuBaBoGeGrMaScTeRoMo24, author = {Malte Luttermann and Edgar Baake and Juljan Bouchagiar and Benjamin Gebel and Philipp Grüning and Dilini Manikwadura and Franziska Schollemann and Elisa Teifke and Philipp Rostalski and Ralf Möller}, title = {Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain}, journal = {German Journal of Artificial Intelligence}, year = {2024}, publisher = {Springer}, doi = {https://doi.org/10.1007/s13218-023-00810-z} } |
Malte
Luttermann,
Mattis
Hartwig,
Tanya
Braun,
Ralf
Möller, and
Marcel
Gehrke,
Lifted Causal Inference in Relational Domains, PMLR, 042024.
Lifted Causal Inference in Relational Domains, PMLR, 042024.
Weblink: | https://proceedings.mlr.press/v236/luttermann24a.html |
Datei: | Dateilink |
Bibtex: | @inproceedings{LuHaBrMoGe24, author = {Malte Luttermann and Mattis Hartwig and Tanya Braun and Ralf Möller and Marcel Gehrke}, title = {Lifted Causal Inference in Relational Domains}, booktitle = {Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-24)}, year = {2024}, volume = {236}, pages = {827--842}, publisher = {PMLR}, url = {https://proceedings.mlr.press/v236/luttermann24a.html}, } |
Malte
Luttermann,
Tanya
Braun,
Ralf
Möller, and
Marcel
Gehrke,
Colour Passing Revisited: Lifted Model Construction with Commutative Factors, in Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24) , AAAI Press, 022024.
Colour Passing Revisited: Lifted Model Construction with Commutative Factors, in Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24) , AAAI Press, 022024.
DOI: | https://doi.org/10.1609/aaai.v38i18.30034 |
Datei: | Dateilink |
Bibtex: | @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, and
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) , Springer, Nov.2023. pp. 337--347.
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) , Springer, Nov.2023. pp. 337--347.
DOI: | https://doi.org/10.1007/978-3-031-45608-4_25 |
Datei: | Dateilink |
Bibtex: | @inproceedings{LuMoGe23, author = {Malte Luttermann and Ralf Möller and Marcel Gehrke}, title = {Lifting Factor Graphs with Some Unknown Factors}, booktitle = {Proceedings of the Seventeenth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU-23)}, year = {2023}, volume = {14294}, pages = {337--347}, publisher = {Springer}, doi = {https://doi.org/10.1007/978-3-031-45608-4_25}, } |
Malte
Luttermann,
Marcel
Wienöbst, and
Maciej
Liskiewicz,
Practical Algorithms for Orientations of Partially Directed Graphical Models, in Proceedings of the Second Conference on Causal Learning and Reasoning (CLeaR-23) , PMLR, 082023. pp. 259--280.
Practical Algorithms for Orientations of Partially Directed Graphical Models, in Proceedings of the Second Conference on Causal Learning and Reasoning (CLeaR-23) , PMLR, 082023. pp. 259--280.
Weblink: | https://proceedings.mlr.press/v213/luttermann23a.html |
Datei: | Dateilink |
Bibtex: | @inproceedings{LuWiLi23, author = {Malte Luttermann and Marcel Wienöbst and Maciej Li\'skiewicz}, title = {Practical Algorithms for Orientations of Partially Directed Graphical Models}, booktitle = {Proceedings of the Second Conference on Causal Learning and Reasoning (CLeaR-23)}, year = {2023}, volume = {213}, pages = {259--280}, publisher = {PMLR}, url = {https://proceedings.mlr.press/v213/luttermann23a.html} } |
Marcel
Wienöbst,
Malte
Luttermann,
Max
Bannach, and
Maciej
Liskiewicz,
Efficient Enumeration of Markov Equivalent DAGs, in Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23) , AAAI Press, 062023. pp. 12313--12320.
Efficient Enumeration of Markov Equivalent DAGs, in Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23) , AAAI Press, 062023. pp. 12313--12320.
DOI: | https://doi.org/10.1609/aaai.v37i10.26451 |
Datei: | Dateilink |
Bibtex: | @inproceedings{WiLuBaLi23, author = {Marcel Wienöbst and Malte Luttermann and Max Bannach and Maciej Li\'skiewicz}, title = {Efficient Enumeration of Markov Equivalent DAGs}, booktitle = {Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23)}, year = {2023}, volume = {37}, pages = {12313--12320}, publisher = {AAAI Press}, doi = {https://doi.org/10.1609/aaai.v37i10.26451}, } |
- Team
- Umut Çalıkyılmaz
- Rebecca von Engelhardt
- Björn Filter
- Nils Fußgänger
- Sven Groppe
- Tobias Groth
- Mattis Hartwig
- Nils Wendel Heinrich
- Hanieh Khorashadizadeh
- Angela König
- Malte Luttermann
- Jörg-Uwe Meyer
- Jeannette Mödlhammer
- Nitin Nayak
- Simon Paasche
- Maximilian Plitt
- Nele Rußwinkel
- Simon Schiff
- Sina Scholz
- Tim Schulz
- Thomas Sievers
- Tobias Winker