Malte Luttermann

Photo of 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

Publications

2024

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.
Weblink: https://journals.flvc.org/FLAIRS/article/view/135518
File: Dateilink
Bibtex: 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.
DOI:https://doi.org/10.1007/s13218-023-00810-z
File: Dateilink
Bibtex: 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.
Weblink: https://proceedings.mlr.press/v236/luttermann24a.html
File: Dateilink
Bibtex: 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.
DOI:https://doi.org/10.1609/aaai.v38i18.30034
File: Dateilink
Bibtex: 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.
DOI:https://doi.org/10.1007/978-3-031-45608-4_25
File: Dateilink
Bibtex: 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.
Weblink: https://proceedings.mlr.press/v213/luttermann23a.html
File: Dateilink
Bibtex: 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.
DOI:https://doi.org/10.1609/aaai.v37i10.26451
File: Dateilink
Bibtex: 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},
}