JProf. Tanya Braun, Institut für Informatik

Private Homepagehttps://www.uni-muenster.de/Informatik.AGBraun/
Research InterestsStatistical 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 TalksWhat’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 PublicationsBender, Magnus; Braun, Tanya; Möller, Ralf; Gehrke, Marcel ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions. ICSC-24 Proceedings of the 18th IEEE International Conference on Semantic Computing, 2024 online
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 Intelligence, 2024 online
Hartwig, Mattis; Möller, Ralf; Braun, Tanya An Extended View on Lifting Gaussian Bayesian Networks. Artificial Intelligence, 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 Reasoning, 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. 1, 2024 online
Redzuan, Nadja; Möller, Ralf; Gehrke, Marcel; Braun, Tanya On Domain-specific Topic Modelling Using the Case of a Humanities Journal. , 2023 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
E-Mailtanya dot braun at uni-muenster dot de
Phone+49 251 83-38417
FAX+49 251 83-33755
Room609
Secretary   Sekretariat Steinhoff
Frau Gerlinde Steinhoff
Telefon +49 251 83-38447
Fax +49 251 83-33755
Zimmer 602
AddressJProf. Tanya Braun
Institut für Informatik
Fachbereich Mathematik und Informatik der Universität Münster
Einsteinstrasse 62
48149 Münster
Deutschland
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