People:
Dr. Maximilian Stubbemann
Office hour:
C139b Spl, upon request
C139b Spl, upon request
Phone, Fax, Email:
Phone: | +49 5121 / 883-40390 |
Fax: | n.a. |
e-mail: |
Postal address:
Information Systems and Machine Learning Lab
Universitätsplatz 1
University of Hildesheim
31141 Hildesheim
Germany
Information Systems and Machine Learning Lab
Universitätsplatz 1
University of Hildesheim
31141 Hildesheim
Germany
Visitor address:
Information Systems and Machine Learning Lab
Samelsonplatz 1
University of Hildesheim
31141 Hildesheim
Germany
Information Systems and Machine Learning Lab
Samelsonplatz 1
University of Hildesheim
31141 Hildesheim
Germany
Publications:
- Kiran Madhusudhanan, Gunnar Behrens, Maximilian Stubbemann, Lars Schmidt-Thieme (2024):
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing, in arXiv:2403.03812. - Tim Dernedde, Daniela Thyssens, Sören Dittrich, Maximilian Stubbemann, Lars Schmidt-Thieme (2024):
Moco: A Learnable Meta Optimizer for Combinatorial Optimization, in arXiv:2402.04915. - Tobias Hille, Maximilian Stubbemann, Tom Hanika (2024):
Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research, in arxiv:2403.08438. - Maximilian Stubbemann, Tobias Hille, Tom Hanika (2023):
Selecting Features by their Resilience to the Curse of Dimensionality, in arXiv:2304.02455. - Maximilian Stubbemann, Gerd Stumme (2023):
The Mont Blanc of Twitter: Identifying Hierarchies of Outstanding Peaks in Social Networks, in Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD. - Maximilian Stubbemann, Tom Hanika, Friedirch Martin Schneider (2023):
Intrinsic Dimension for Large-Scale Geometric Learning, in Transactions on Machine Learning Research. - Maximilian Stubbemann, Gerd Stumme (2022):
LG4AV: Combining Language Models and Graph Neural Networks for Author Verification, in Advances in Intelligent Data Analysis XX. - Dominik Duerrschnabel, Maximilian Stubbemann, Tom Hanika (2022):
FCA2VEC: Embedding Techniques for Formal Concept Analysis, in Complex Data Analytics with Formal Concept Analysis. - Tobias Koopmann, Maximilian Stubbemann, Matthias Kapa, Michael Paris, Guido Buenstorf, Tom Hanika, Andreas Hotho, Robert Jaeschke, Gerd Stumme (2021):
Proximity Dimensions and the Emergence of Collaboration: A HypTrails Study on German AI Research, in Scientometrics. - Maximilian Stubbemann, Tom Hanika, Gerd Stumme (2022):
Orometric Methods in Bounded Metric Data, in Advances in Intelligent Data Analysis XVIII.
Talks:
- September 2023: The Mont Blanc of Twitter: Identifying Hierarchies of Outstanding Peaks in Social Networks, ECML/PKDD 2023
- September 2023: Intrinsic Dimensionality and Graph Learning, ISI Foundation Turin
- January 2023: Topological Data Analysis and Neural Networks, Dagstuhl Workshop on Concept Lattice Based Topological Data Analysis and Reasoning
- April 2022: LG4AV: Combining Language Models and Graph Neural Networks for Author Verification, Symposium on Intelligent Data Analysis 2022
- July 2021: Dimensionen von Nähe und ihr Einfluss auf die Entstehung von Kollaboration, ITeG Brown Bag Seminar
- April 2020: Orometric Methods in Bounded Metric Data, Symposium on Intelligent Data Analysis 2020
Research Communication:
- Podcast of the University of Kassel: How does ChatGpt work? (In German)
- Interview for the local magazine Mein Kassel (In German):
Current state and future of language models and their implications four our lifes. - External Lecturer at the Departement of Empirical Research on Schools and Teaching of the University of Kassel:
ChatGPT et al. : Functionality, History and Consequences for Teaching (in German)
Reviewing:
- Subreviewer: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, September 19-23 2022
- Subreviewer: 20th International Semantic Web Conference, October 24-28 2021, Virtual Conference
- Subreviewer: 18th Extended Semantic Web Conference, June 6-10 2021, Hersonissos, Greece
- Subreviewer: 19th International Semantic Web Conference, November 1-6 2020, Virtual Conference
- Subreviewer: 25th International Conference on Conceptual Structures, September 18-21 2020, Bolzano, Italy
- Subreviewer: 24th European Conference on Artificial Intelligence, June 8-12 2020, Santiago de Compostela, Spain
- Subreviewer: 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, August 4 – 8, 2019, Anchorage, Alaska – USA
- Subreviewer: 15th International Conference on Formal Concept Analysis, June 25-28 2019 – Frankfurt, Germany