| Private Homepage | https://www.uni-muenster.de/Informatik.AGBraun/ |
| Research Interests | Statistical relational artificial intelligence, specifically, probabilistic inference (probability- as well as decision-theoretic) in relational domains Human-aware AI, specifically, inference in human-aware agents Text understanding, specifically, annotations and context representations |
| Current Talks | • What’s Intelligence Got To Do With It? An Introduction into Artificial Intelligence Research. Grand Rounds - Interdisziplinäres Klinikcurriculum, University Hospital Münster, Department of Mental Health Slides • Let's Talk about Palm Leaves - From Minimal Data to Text Understanding. 46th German Conference on Artificial Intelligence, 26-29 September 2023, Berlin, Germany, Berlin Slides Link to event • On Domain-specific Topic Modelling Using the Case of a Humanities Journal. CHAI 2023 3rd Workshop on Humanities-centred AI, co-located with KI 2023, Berlin Slides Link to event • Statistical Relational AI - Exploiting Symmetries (Tutorial). 20th International Conference on Principles of Knowledge Representation and Reasoning (KR 2023), Rhodes Slides Link to event • What’s Intelligence Got To Do With It? A Brief History and Overview of Artificial Intelligence Research. German-Swiss Geodynamics Workshop, Haltern am See Slides Link to event • A Glimpse into Statistical Relalional AI - Indistinguishability for the Win!. GI Forum, Münster Slides • Inference Techniques for Resilience. Resilienzkolloquium, Virtual Slides Link to event • The More, the Merrier: The Power of Relations for Probabilistic Graphical Models. Woche der KI Lübeck, Lübeck Slides Link to event • A Glimpse into Statistical Relational AI: The Power of Indistinguishability. 15th International Conference on Scalable Uncertainty Management, Paris Slides Link to event |
| Current Publications | • Luttermann, Malte; Braun, Tanya; Möller, Ralf; Gehrke, Marcel Colour Passing Revisited: Lifted Model Construction with Commutative Factors. AAAI-24 Proceedings of the 38th AAAI Conference on Artificial IntelligenceProceedings of the AAAI Conference on Artificial Intelligence Vol. 18, 2024 online • Hartwig, Mattis; Möller, Ralf; Braun, Tanya An Extended View on Lifting Gaussian Bayesian Networks. Artificial Intelligence Vol. 330, 2024 online • Luttermann, Malte; Hartwig, Mattis; Braun, Tanya; Möller, Ralf; Gehrke, Marcel Lifted Causal Inference in Relational Domains. CLeaR-24 Proceedings of the 3rd Conference on Causal Learning and ReasoningProceedings of Machine Learning Research, 2024 online • Bender, Magnus; Braun, Tanya; Möller, Ralf; Gehrke, Marcel Unsupervised Estimation of Subjective Content Descriptions in an Information System. International Journal of Semantic Computing Vol. 18 (1), 2024 online • Bender, Magnus; Braun, Tanya; Möller, Ralf; Gehrke, Marcel ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions. , 2024 online • Bender, Magnus; Braun, Tanya; Möller, Ralf; Gehrke, Marcel Unsupervised Estimation of Subjective Content Descriptions. ICSC-23 Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023 online • Bender, Magnus; Braun, Tanya; Möller, Ralf; Gehrke, Marcel LESS is More - LEan Computing for Selective Summaries. Proceedings of the 46th German Conference on Artificial Intelligence, 2023 online • Schütt, Yara; Liebenow, Johannes; Braun, Tanya; Gehrke, Marcel; Thaeter, Florian; Mohammadi, Esfandiar DPM: Clustering Sensitive Data through Separation. , 2023 online • Schütt, Yara; Liebenow, Johannes; Braun, Tanya; Gehrke, Marcel; Thaeter, Florian; Mohammadi, Esfandiar DPM: Clustering Sensitive Data through Separation. , 2023 online | tanya dot braun at uni-muenster dot de |
| Phone | +49 251 83-38417 |
| FAX | +49 251 83-33755 |
| Room | 609 |
| Secretary | Sekretariat Steinhoff Frau Gerlinde Steinhoff Telefon +49 251 83-38447 Fax +49 251 83-33755 Zimmer 602 |
| Address | JProf. Tanya Braun Institut für Informatik Fachbereich Mathematik und Informatik der Universität Münster Einsteinstrasse 62 48149 Münster Deutschland |
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