Frau Jun.-Prof. Tanya Braun, Institut für Informatik

Research InterestsStatistical relational artificial intelligence
Decision making
Text understanding
Current TalksA 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 PublicationsBender, 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
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
AddressFrau Jun.-Prof. Tanya Braun
Institut für Informatik
Fachbereich Mathematik und Informatik der Universität Münster
Einsteinstrasse 62
48149 Münster
Deutschland
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