| Research Interests | Statistical relational artificial intelligence Decision making Text understanding |
| Current Talks | • 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 • Statistical Relational Artificial Intelligence and Robustness. Workshop on Robust AI for High-stakes Applications co-located with KI 2022, Virtual Slides Link to event • Lifting in Multiagentensystemen unter Unsicherheit. 38th Conference on Uncertainty in Artificial Intelligence, Eindhoven Slides • Geliftete Division für Geliftete Hugin Belief Propagierung. AISTATS-22 The 25th International Conference on Artificial Intelligence and Statistics, Virtual Slides Link to event • Erweitern oder nicht erweitern? Komplementäre Dokumente. 2022 IEEE 16th International Conference on Semantic Computing (ICSC), Virtual Slides Link to event |
| Current Publications | • 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 • Stender Mareike, Hartwig Mattis, Braun Tanya, Möller Ralf Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model. FLAIRS-35 Proceedings of the 35th International FLAIRS Conference, 2022 online • Hoffmann, Moritz; Braun, Tanya; Möller, Ralf Lifted Division for Lifted Hugin Belief Propagation. AISTATS-22 Proceedings of the 25th International Conference on Artificial Intelligence and Statistics, 2022 online • Bender Magnus, Kuhr Felix, Braun Tanya, Möller Ralf Estimating Context-Specific Subjective Content Descriptions using BERT. , 2022 online • Bender Magnus, Kuhr Felix, Braun Tanya To Extend or not to Extend? Complementary Documents. ICSC-22 Proceedings of the 16th IEEE International Conference on Semantic Computing, 2022 online • Braun, Tanya; Gehrke, Marcel; Lau, Florian; Möller, Ralf Lifting in Multi-agent Systems under Uncertainty. UAI-22 Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence Vol. 180, 2022 online • Bender, Magnus; Kuhr, Felix; Braun, Tanya To Extend or not to Extend? Enriching a Corpus with Complementary and Related Documents. International Journal of Semantic Computing Vol. 16 (4), 2022 online • Braun, Tanya; Gehrke, Marcel Explainable and Explorable Decision Support. Proceedings of the 27th International Conference on Conceptual Structures (ICCS 2022)Lecture Notes in Computer Science, 2022 online • Gehrke, Marcel; Möller, Ralf; Braun, Tanya Who did it? Identifying the Most Likely Origins of Events. PGM-22 Proceedings of the 11th International Conference on Probabilistic Graphical Models, 2022 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 | Frau Jun.-Prof. Tanya Braun Institut für Informatik Fachbereich Mathematik und Informatik der Universität Münster Einsteinstrasse 62 48149 Münster Deutschland |
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