2024

• Bender, Magnus; Braun, Tanya; Möller, Ralf; Gehrke, Marcel. 2024. ‘Unsupervised Estimation of Subjective Content Descriptions in an Information System.’ International Journal of Semantic Computing 18, Nr. 1: 51–75. doi: 10.1142/S1793351X24410034.
• Bender, Magnus; Braun, Tanya; Möller, Ralf; Gehrke, Marcel. 2024. ‘ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions.’ Contributed to the ICSC-24 18th IEEE International Conference on Semantic Computing, Laguna Hills. doi: 10.1109/ICSC59802.2024.00010.
• Luttermann, Malte; Braun, Tanya; Möller, Ralf; Gehrke, Marcel. 2024. ‘Colour Passing Revisited: Lifted Model Construction with Commutative Factors.’ In AAAI-24 Proceedings of the 38th AAAI Conference on Artificial Intelligence, edited by Wooldridge, Michael; Dy, Jennifer; Natarajan Sriraam, 20500–20507. Palo Alto, CA: AAAI Press. doi: 10.1609/aaai.v38i18.30034.
• Hartwig, Mattis; Möller, Ralf; Braun, Tanya. 2024. ‘An Extended View on Lifting Gaussian Bayesian Networks.’ Artificial Intelligence 330: 104082. doi: 10.1016/j.artint.2024.104082.
• Luttermann, Malte; Hartwig, Mattis; Braun, Tanya; Möller, Ralf; Gehrke, Marcel. 2024. ‘Lifted Causal Inference in Relational Domains.’ In CLeaR-24 Proceedings of the 3rd Conference on Causal Learning and Reasoning, edited by Locatello, Francesco; Didelez, Vanessa, 827–842.: MLResearchPress. [accepted / in Press (not yet published)]

2023

• Bender, Magnus; Braun, Tanya; Möller, Ralf; Gehrke, Marcel. 2023. ‘Unsupervised Estimation of Subjective Content Descriptions.’ In ICSC-23 Proceedings of the 17th IEEE International Conference on Semantic Computing, edited by Bulterman, Dick; Kitazawa, Atsushi; Ostrowski, David; Sheu, Phillip; D'Auria, Daniela; Li, Kyle, 266–273. New York City: Wiley-IEEE Press. doi: 10.1109/ICSC56153.2023.00052.
• Bender, Magnus; Braun, Tanya; Möller, Ralf; Gehrke, Marcel. 2023. ‘LESS is More - LEan Computing for Selective Summaries.’ In Proceedings of the 46th German Conference on Artificial Intelligence, edited by Seipel, Dietmar; Steen , Alexander, 1–14. Heidelberg: Springer. doi: 10.1007/978-3-031-42608-7_1.
• Schütt, Yara; Liebenow, Johannes; Braun, Tanya; Gehrke, Marcel; Thaeter, Florian; Mohammadi, Esfandiar. 2023 DPM: Clustering Sensitive Data through Separation arXiv. doi: 10.48550/arXiv.2307.02969.
• Schütt, Yara; Liebenow, Johannes; Braun, Tanya; Gehrke, Marcel; Thaeter, Florian; Mohammadi, Esfandiar. „DPM: Clustering Sensitive Data through Separation.“ contributed to the PETS-23 Privacy Enhancing Technologies Symposium, Lausanne, 2023.
• Redzuan, Nadja; Möller, Ralf; Gehrke, Marcel; Braun, Tanya. 2023. ‘On Domain-specific Topic Modelling Using the Case of a Humanities Journal.’ Contributed to the CHAI 2023 3rd Workshop on Humanities-centred AI, co-located with KI 2023, Berlin.

2022

• Stender Mareike, Hartwig Mattis, Braun Tanya, Möller Ralf. 2022. ‘Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model.’ Contributed to the FLAIRS-35 The 35th International Conference of the Florida Artificial Intelligence Research Society, Hutchinson Island, Florida. doi: 10.32473/flairs.v35i.130682.
• Hoffmann, Moritz; Braun, Tanya; Möller, Ralf. 2022. ‘Lifted Division for Lifted Hugin Belief Propagation.’ In AISTATS-22 Proceedings of the 25th International Conference on Artificial Intelligence and Statistics, edited by Camps-Valls, Gustau; Ruiz, Francisco J. R.; Valera, Isabel, 6501–6510. Digital: MLResearchPress.
• Braun, Tanya; Gehrke, Marcel; Lau, Florian; Möller, Ralf. 2022. ‘Lifting in Multi-agent Systems under Uncertainty.’ In UAI-22 Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, edited by Cussens, James; Zhang, Kun, 233–243. Red Hook, NY: Curran Associates.
• Bender, Magnus; Kuhr, Felix; Braun, Tanya. 2022. ‘To Extend or not to Extend? Enriching a Corpus with Complementary and Related Documents.’ International Journal of Semantic Computing 16, Nr. 4: 521–545. doi: 10.1142/S1793351X2240013X.
• Braun, Tanya; Gehrke, Marcel. 2022. ‘Explainable and Explorable Decision Support.’ In Proceedings of the 27th International Conference on Conceptual Structures (ICCS 2022), edited by Braun, Tanya; Cristea, Diana; Jäschke, Robert, 99–114. Berlin: Springer Nature. doi: 10.1007/978-3-031-16663-1_8.
• Lau, Florian; Braun, Tanya; Möller, Ralf; Fischer, Stefan. 2022. ‘Using decPOMDPcoms to Holistically Model and Program Nanodevices and Emergent Nanonetworks.’ In NanoCom-22 Proceedings of the 9th ACM International Conference on Nanoscale Computing and Communication 2022, edited by Jornet, Josep Miquel; Pierobon, Massimiliano, 1–7. New York, NY: ACM Press. doi: 10.1145/3558583.3558814.
• Braun, Tanya; Cristea, Diana; Jäschke, Robert (Eds.): 2022. Graph-Based Representation and Reasoning. Berlin: Springer Nature. doi: 10.1007/978-3-031-16663-1.
• Braun, Tanya. 2022. ‘A Glimpse into Statistical Relational AI: The Power of Indistinguishability.’ In SUM-22 Proceedings of the 15th International Conference on Scalable Uncertainty Management, edited by Dupin de Saint-Cyr, Florence; Öztürk-Escoffier, Meltem; Potyka, Nico, 3–18. Berlin: Springer Nature. doi: 10.1007/978-3-031-18843-5_1.
• ‘Special Issue on Conceptual Structures’, edited by Alam, Mehwish; Braun, Tanya; Endres, Dominik; Yun, Bruno 2022. Annals of Mathematics and Artificial Intelligence 90.
• Gehrke, Marcel; Möller, Ralf; Braun, Tanya. 2022. ‘Who did it? Identifying the Most Likely Origins of Events.’ In PGM-22 Proceedings of the 11th International Conference on Probabilistic Graphical Models, edited by Salmerón, Antonio; Rumı́, Rafael, 217–228. Red Hook, NY: Curran Associates.
• Bender Magnus, Kuhr Felix, Braun Tanya, Möller Ralf. „Estimating Context-Specific Subjective Content Descriptions using BERT.“ contributed to the 16th IEEE International Conference on Semantic Computing, Virtual, 2022. doi: 10.1109/ICSC52841.2022.00034.
• Bender Magnus, Kuhr Felix, Braun Tanya. 2022. ‘To Extend or not to Extend? Complementary Documents.’ In ICSC-22 Proceedings of the 16th IEEE International Conference on Semantic Computing, edited by Bulterman, Dick; Kitazawa, Atsushi; Ostrowski, David; Sheu, Phillip; Tsai, Jeffrey; Bansal, Srividya; D'Auria, Daniela; Mertens, Robert, 17–24. New York City: Wiley-IEEE Press. doi: 10.1109/ICSC52841.2022.00011.