Publikationen
- Speller, Jan, Luttermann, Malte, Gehrke, Marcel, und Braun, Tanya. . „Inducing Comparability of Factorised Probability Distributions.“ Preprint. arXiv doi: 10.48550/arXiv.2607.20502.
- Marwitz, Florian, Braun, Tanya, Möller, Ralf, und Gehrke, Marcel. . „Lifted Forward Planning in Relational Factored Markov Decision Processes with Concurrent Actions.“ In AAMAS-26 Proceedings of the 25th International Conference on Autonomous Agents and Multi-Agent Systems, herausgegeben von Chris Amato, Louise Dennis, Viviana Mascardi und John Thangarajah. Richland: International Foundation for Autonomous Agents and Multiagent Systems. doi: 10.65109/GOIS4183.
- Pouls, Kevin, Hamid, Sagad, Sensmeier, Leonard, Eiling, Fabian, Menne, Jan, Oehme, Mathias, Pfeifer, Max, Ridder, Fabian, Tepe, Mika, und Braun, Tanya. im Druck. „Towards Unsupervised Anomaly Detection and Clustering of Defects in Electrode Surface Inspection.“ In Proceedings of the 20th CIRP Conference on Intelligent Computation in Manufacturing Engineering 2026
- Luttermann, Malte, Braun, Tanya, Möller, Ralf, und Gehrke, Marcel. . „Lifted Causal Inference.“ Preprint. Annals of Mathematics and Artificial Intelligence S806. doi: 10.1007/s10472-026-10009-1.
- Braun, Tanya, Gehrke, Marcel, Sauerwald, Kai, und Speller, Jan. im Druck. „Variable Elimination for Forgetting in Probabilistic Graphical Models - A Work in Progress.“ Preprint. In Joint proceedings of the Workshop on Theory and Methods for Abstraction (THEMA 2026) and the Workshop on Modularity and Splitting Techniques for Knowledge Representation and Reasoning (MoST 2026) at the 9th Federated Logic Conference (FLoC 2026), herausgegeben von Christoph Beierle, Alexander Hahn, Gabriele Kern-Isberner, Oliver Kutz, Zeynep G. Saribatur, Kai Sauerwald und Lars-Philllip Spiegel.
- Karabulut, Nazlı Nur, und Braun, Tanya. . „Indistinguishable Agents in Decentralised POMDPs.“ Preprint. In Informal Proceedings of the LAMAS&SR-26 Workshop on Logical Aspects of Multi-Agent Systems and Strategic Reasoning 2026
- Hamid, Sagad, Lee, Dohoo, Kong, Myeong, Braun, Tanya, und Yoo, Jaemin. . „A Probabilistic Circuit Framework for Interpretable Graph PU Learning.“ In UAI-26 Proceedings of the 42nd Conference on Uncertainty in Artificial Intelligence, herausgegeben von Emilija Perković und Daniel Malinsky. Cambridge: MLResearchPress.
- Luttermann, Malte, Speller, Jan, Braun, Tanya, Gehrke, Marcel, und Möller, Ralf. im Druck. „Lifted Model Construction under Approximate Commutativity.“ In SUM-26 Proceedings of the 17th International Conference on Scalable Uncertainty Management, herausgegeben von Inès Couso, Michael Sioutis und Petros Stefaneas. Heidelberg: Springer Nature.
- Karabulut, Nazlı Nur, und Braun, Tanya. im Druck. „The Curious Case of Exploding DecPOMDPs: Containing the Fire through Policy Counting.“ In SUM-26 Proceedings of the 17th International Conference on Scalable Uncertainty Management, herausgegeben von Inès Couso, Michael Sioutis und Petros Stefaneas. Heidelberg: Springer Nature.
- Hamid, Sagad, und Braun, Tanya. im Druck. „On Probabilistic Inference Through Parametric Tensor Decomposition in Base Tensor Networks.“ In SUM-26 Proceedings of the 17th International Conference on Scalable Uncertainty Management, herausgegeben von Inès Couso, Michael Sioutis und Petros Stefaneas. Heidelberg: Springer Nature.
- Angiuli, V, Rohner, M, Wittmann, M, Piekarski, F, Kruse, J, Silaschi, M, Kunsorg, A, Mayr, A, Abulizi, I, Speller, J, Bakhtiary, F, und Velten, M. . „Ultra-fast extubation following cardiac surgery improves hemodynamic stability and reduces ICU workload.“ Frontiers in Cardiovascular Medicine 12: 1695955.. doi: 10.3389/fcvm.2025.1695955.
- Ehrentraut, H, Massoth, G, Delis, A, Thewes, B, Hoch, J, Majchrzak, M, Weber-Schehl, M, Mayr, A, Abulizi, I, Speller, J, Meybohm, P, Steinisch, A, Koessler, J, Strauss, AC, Wittmann, M, und Velten, M. . „Implications of packed red bloods cells production and transfer on post transfusion hemoglobin increase.“ Journal of Clinical Anesthesia 102: 111743.. doi: 10.1016/j.jclinane.2025.111743.
- Luttermann, Malte, Speller, Jan, Gehrke, Marcel, Braun, Tanya, Möller, Ralf, und Hartwig, Mattis. . „Approximate Lifted Model Construction.“ In IJCAI-25 Proceedings of the 34th International Joint Conference on Artificial Intelligence, herausgegeben von James Kwok. Montreal: IJCAI Organization. doi: 10.24963/ijcai.2025/1009.
- Hamid, Sagad, und Braun, Tanya. . „Combining Local Symmetry Exploitation and Reinforcement Learning for Optimised Probabilistic Inference - A Work In Progress.“ Preprint. arXiv
- Speller, Jan, Luttermann, Malte, Gehrke, Marcel, und Braun, Tanya. . „Compression versus Accuracy: A Hierarchy of Lifted Models.“ In ECAI-25 Proceedings of the 28th European Conference on Artificial Intelligence, herausgegeben von I. Lynce und al. et. Online: IOS Press. doi: 10.3233/FAIA251420.
- Karabulut, Nazlı Nur, und Braun, Tanya. . „Counting Agents in Partially Observable Stochastic Games.“ In ECSQARU-25 Proceedings of the 18th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, herausgegeben von Kai Sauerwald und Matthias Thimm. Hagen: Springer Publishing. doi: 10.1007/978-3-032-05134-9_15.
- Speller, Jan, Luttermann, Malte, Gehrke, Marcel, und Braun, Tanya. . „Towards Explainability of Approximate Lifted Model Construction: A Geometric Perspective.“ In Proceedings of the Joint Workshop on Humanities-Centred Artificial Intelligence and Formal & Cognitive Reasoning co-located with 48th German Conference on Artificial Intelligence, herausgegeben von Sylvia Melzer, Hagen Peukert, Stefan Thiemann, Magnus Bender, Özgür L. Özçep, Nele Russwinkel, Kai Sauerwald und Diedrich Wolter.
- Bender, Magnus, Braun, Tanya, Möller, Ralf, und Gehrke, Marcel. . „Enhancement of Subjective Content Descriptions by Using Human Feedback.“ International Journal of Semantic Computing 19 (2): 297–319. doi: 10.1142/S1793351X25420036.
- Lee, D, Kong, M, Hamid, S, Lee, C, und Yoo, J. . „Aggregation Buffer: Revisiting DropEdge with a New Parameter Block.“ In Proceedings of the 42nd International Conference on Machine Learning, Proceedings of Machine Learning Research, herausgegeben von A Singh, M Fazel, D Hsu, S Lacoste-Julien, F Berkenkamp, T Maharaj, K Wagstaff und J Zhu. .: MLResearchPress.
- Braun, Tanya, Paaßen, Benjamin, und Stolzenburg, Frieder, Hrsg. . Lecture Notes in Computer Science, Bd. 15956, KI 2025: Advances in Artificial Intelligence Heidelberg: Springer Nature. doi: 10.1007/978-3-032-02813-6.
- Siener, R, Ernsten, C, Speller, J, Scheurlen, C, Sauerbruch, T, und Hesse, A. . „Intestinal Oxalate Absorption, Enteric Hyperoxaluria, and Risk of Urinary Stone Formation in Patients with Crohn's Disease.“ Nutrients 16 (2). doi: 10.3390/nu16020264.
- Bender, Magnus, Braun, Tanya, Möller, Ralf, und Gehrke, Marcel. . „Unsupervised Estimation of Subjective Content Descriptions in an Information System.“ International Journal of Semantic Computing 18 (1): 51–75. doi: 10.1142/S1793351X24410034.
- Bender, Magnus, Braun, Tanya, Möller, Ralf, und Gehrke, Marcel. . „ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions.“ Beitrag präsentiert auf der ICSC-24 18th IEEE International Conference on Semantic Computing, Laguna Hills doi: 10.1109/ICSC59802.2024.00010.
- Luttermann, Malte, Braun, Tanya, Möller, Ralf, und Gehrke, Marcel. . „Colour Passing Revisited: Lifted Model Construction with Commutative Factors.“ In AAAI-24 Proceedings of the 38th AAAI Conference on Artificial Intelligence, Bd. 38 aus Proceedings of the AAAI Conference on Artificial Intelligence, herausgegeben von Michael Wooldridge, Jennifer Dy und Sriraam Natarajan. Washington, DC: AAAI Press. doi: 10.1609/aaai.v38i18.30034.
- Hartwig, Mattis, Möller, Ralf, und Braun, Tanya. . „An Extended View on Lifting Gaussian Bayesian Networks.“ Artificial Intelligence 330 104082. doi: 10.1016/j.artint.2024.104082.
- Gehrke, Marcel, Liebenow, Johannes, Mohammadi, Esfandiar, und Braun, Tanya. . „Lifting in Support of Privacy-preserving Probabilistic Inference.“ Künstliche Intelligenz 38 (3): 225–241. doi: 10.1007/s13218-024-00851-y.
- Braun, Tanya, und Möller, Ralf, Hrsg. .„AI in Healthcare and the Public Sector.“ Sonderausgabe Künstliche Intelligenz 3.
- Braun, Tanya, und Möller, Ralf. . „Lessons from Resource-aware Machine Learning for Healthcare: An Interview with Katharina Morik.“ Künstliche Intelligenz 38 (3): 243–248. doi: 10.1007/s13218-024-00839-8.
- Luttermann, Malte, Hartwig, Mattis, Braun, Tanya, Möller, Ralf, und Gehrke, Marcel. . „Lifted Causal Inference in Relational Domains.“ In CLeaR-24 Proceedings of the 3rd Conference on Causal Learning and Reasoning, Bd. 236 aus Proceedings of Machine Learning Research, herausgegeben von Francesco Locatello und Vanessa Didelez. online: MLResearchPress.
- Braun, Tanya, und Möller, Ralf. . „AI in Healthcare and the Public Sector - Editorial.“ Künstliche Intelligenz 38 (3): 115–117. doi: 10.1007/s13218-024-00852-x.
- Karabulut, Nazlı Nur, und Braun, Tanya. . „Lifting Partially Observable Stochastic Games.“ In SUM-24 Proceedings of the 16th International Conference on Scalable Uncertainty Management, herausgegeben von Sébastien Destercke, Maria Vanina Martinez und Giuseppe Sanfilippo. Cham: Springer Nature. doi: 10.1007/978-3-031-76235-2_16.
- Braun, Tanya, und Möller, Ralf. . „AI in Healthcare and the Public Sector: How to Face the Challenges of High-Risk Applications and What AI Research Can Get Out of It.“ Künstliche Intelligenz 38 (3): 119–126. doi: 10.1007/s13218-024-00853-w.
- Schütt, Yara, Liebenow, Johannes, Braun, Tanya, Gehrke, Marcel, Thaeter, Florian, und Mohammadi, Esfandiar. . „$DPM$: Clustering Sensitive Data through Separation.“ Preprint. In CCS-24 Proceedings of the ACM SIGSAC Conference on Computer and Communications Security , herausgegeben von Bo Luo, Xiaojing Liao, Jun Xu, Engin Kirda und David Lie. New York: ACM Press. doi: 10.1145/3658644.3690271.
- Luttermann, Malte, Braun, Tanya, Möller, Ralf, und Gehrke, Marcel. . „Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs.“ In SUM-24 Proceedings of the 16th International Conference on Scalable Uncertainty Management, herausgegeben von Sébastien Destercke, Maria Vanina Martinez und Giuseppe Sanfilippo. Cham: Springer Nature. doi: 10.1007/978-3-031-76235-2_20.
- Speller, Jan, Staerk, Christian, Gude, Francisco, und Mayr, Andreas. . Robust gradient boosting for generalized additive models for location, scale and shape doi: 10.1007/s11634-023-00555-5.
- Siener, R, Pitzer, MS, Speller, J, und Hesse, A. . „Risk Profile of Patients with Brushite Stone Disease and the Impact of Diet.“ Nutrients 15 (18). doi: 10.3390/nu15184092.
- Mayr, Andreas, Wistuba, Tobias, Speller, Jan, Gude, Francisco, und Hofner, Benjamin. . „Linear or smooth? Enhanced model choice in boosting via deselection of base-learners.“ Statistical Modelling 23 (5-6): 441–455. doi: 10.1177/1471082X231170045.
- Hess, T, Maj, C, Gehlen, J, Borisov, O, Haas, SL, Gockel, I, Vieth, M, Piessen, G, Alakus, H, Vashist, Y, Pereira, C, Knapp, M, Schüller, V, Quaas, A, Grabsch, HI, Trautmann, J, Malecka-Wojciesko, E, Mokrowiecka, A, Speller, J, Mayr, A, Schröder, J, Hillmer, AM, Heider, D, Lordick, F, Pérez-Aísa, Á, Campo, R, Espinel, J, Geijo, F, Thomson, C, Bujanda, L, Sopeña, F, Lanas, Á, Pellisé, M, Pauligk, C, Goetze, TO, Zelck, C, Reingruber, J, Hassanin, E, Elbe, P, Alsabeah, S, Lindblad, M, Nilsson, M, Kreuser, N, Thieme, R, Tavano, F, Pastorino, R, Arzani, D, Persiani, R, Jung, JO, Nienhüser, H, Ott, K, Schumann, RR, Kumpf, O, Burock, S, Arndt, V, Jakubowska, A, Ławniczak, M, Moreno, V, Martín, V, Kogevinas, M, Pollán, M, Dąbrowska, J, Salas, A, Cussenot, O, Boland-Auge, A, Daian, D, Deleuze, JF, Salvi, E, Teder-Laving, M, Tomasello, G, Ratti, M, Senti, C, De Re, V, Steffan, A, Hölscher, AH, Messerle, K, Bruns, CJ, Sīviņš, A, Bogdanova, I, Skieceviciene, J, Arstikyte, J, Moehler, M, Lang, H, Grimminger, PP, Kruschewski, M, Vassos, N, Schildberg, C, Lingohr, P, Ridwelski, K, Lippert, H, Fricker, N, Krawitz, P, Hoffmann, P, Nöthen, MM, Veits, L, Izbicki, JR, Mostowska, A, Martinón-Torres, F, Cusi, D, Adolfsson, R, Cancel-Tassin, G, Höblinger, A, Rodermann, E, Ludwig, M, Keller, G, Metspalu, A, Brenner, H, Heller, J, Neef, M, Schepke, M, Dumoulin, FL, Hamann, L, Cannizzaro, R, Ghidini, M, Plaßmann, D, Geppert, M, Malfertheiner, P, Gehlen, O, Skoczylas, T, Majewski, M, Lubiński, J, Palmieri, O, Boccia, S, Latiano, A, Aragones, N, Schmidt, T, Dinis-Ribeiro, M, Medeiros, R, Al-Batran, SE, Leja, M, Kupcinskas, J, García-González, MA, Venerito, M, und Schumacher, J. . „Dissecting the genetic heterogeneity of gastric cancer.“ EBioMedicine 92: 104616–104616. doi: 10.1016/j.ebiom.2023.104616.
- Schröder, J, Chegwidden, L, Maj, C, Gehlen, J, Speller, J, Böhmer, AC, Borisov, O, Hess, T, Kreuser, N, Venerito, M, Alakus, H, May, A, Gerges, C, Schmidt, T, Thieme, R, Heider, D, Hillmer, AM, Reingruber, J, Lyros, O, Dietrich, A, Hoffmeister, A, Mehdorn, M, Lordick, F, Stocker, G, Hohaus, M, Reim, D, Kandler, J, Müller, M, Ebigbo, A, Fuchs, C, Bruns, CJ, Hölscher, AH, Lang, H, Grimminger, PP, Dakkak, D, Vashist, Y, May, S, Görg, S, Franke, A, Ellinghaus, D, Galavotti, S, Veits, L, Weismüller, J, Dommermuth, J, Benner, U, Rösch, T, Messmann, H, Schumacher, B, Neuhaus, H, Schmidt, C, Wissinowski, TT, Nöthen, MM, Wellcome, Trust Case Control Consortium 2 (WTCCC2), Esophageal, Adenocarcinoma Genetics Consortium (EAGLE), Barrett's, and Esophageal Adenocarcinoma Consortium (BEACON), Dong, J, Ong, JS, Buas, MF, Thrift, AP, Vaughan, TL, Tomlinson, I, Whiteman, DC, Fitzgerald, RC, Jankowski, J, Vieth, M, Mayr, A, Gharahkhani, P, MacGregor, S, Gockel, I, Palles, C, und Schumacher, J. . „GWAS meta-analysis of 16 790 patients with Barrett's oesophagus and oesophageal adenocarcinoma identifies 16 novel genetic risk loci and provides insights into disease aetiology beyond the single marker level.“ Gut 72 (4): 612–623. doi: 10.1136/gutjnl-2021-326698.
- Bender, Magnus, Braun, Tanya, Möller, Ralf, und Gehrke, Marcel. . „Unsupervised Estimation of Subjective Content Descriptions.“ In ICSC-23 Proceedings of the 17th IEEE International Conference on Semantic Computing, herausgegeben von Dick Bulterman, Atsushi Kitazawa, David Ostrowski, Phillip Sheu, Daniela D'Auria und Kyle Li. Laguna Hills: Wiley-IEEE Press. doi: 10.1109/ICSC56153.2023.00052.
- Bender, Magnus, Braun, Tanya, Möller, Ralf, und Gehrke, Marcel. . „LESS is More - LEan Computing for Selective Summaries.“ In Proceedings of the 46th German Conference on Artificial Intelligence, herausgegeben von Dietmar Seipel und Alexander Steen. Berlin: Springer. doi: 10.1007/978-3-031-42608-7_1.
- Schütt, Yara, Liebenow, Johannes, Braun, Tanya, Gehrke, Marcel, Thaeter, Florian, und Mohammadi, Esfandiar. . „DPM: Clustering Sensitive Data through Separation.“ Preprint. arXiv doi: 10.48550/arXiv.2307.02969.
- Schütt, Yara, Liebenow, Johannes, Braun, Tanya, Gehrke, Marcel, Thaeter, Florian, und Mohammadi, Esfandiar. . „DPM: Clustering Sensitive Data through Separation.“ präsentiert auf der PETS-23 Privacy Enhancing Technologies Symposium, Lausanne.
- Redzuan, Nadja, Möller, Ralf, Gehrke, Marcel, und Braun, Tanya. . „On Domain-specific Topic Modelling Using the Case of a Humanities Journal.“ Beitrag präsentiert auf der CHAI 2023 3rd Workshop on Humanities-centred AI, co-located with KI 2023, Berlin
- Gehrke, Marcel, Möller, Ralf, und Braun, Tanya. . „Who did it? Identifying the Most Likely Origins of Events.“ In PGM-22 Proceedings of the 11th International Conference on Probabilistic Graphical Models, herausgegeben von Antonio Salmerón und Rafael Rumı́. digital: Curran Associates.
- Speller, Jan, Staerk, Christian, und Mayr, Andreas. . „Robust statistical boosting with quantile-based adaptive loss functions.“ International Journal of Biostatistics 19 (1): 111–119. doi: 10.1515/ijb-2021-0127.
- Bender, Magnus, Kuhr, Felix, Braun, Tanya, und Möller, Ralf. . „Estimating Context-Specific Subjective Content Descriptions using BERT.“ Beitrag präsentiert auf der 16th IEEE International Conference on Semantic Computing, Virtual IEEE. doi: 10.1109/ICSC52841.2022.00034.
- Bender, Magnus, Kuhr, Felix, und Braun, Tanya. . „To Extend or not to Extend? Complementary Documents.“ In ICSC-22 Proceedings of the 16th IEEE International Conference on Semantic Computing, herausgegeben von Dick Bulterman, Atsushi Kitazawa, David Ostrowski, Phillip Sheu, Jeffrey Tsai, Srividya Bansal, Daniela D'Auria und Robert Mertens. Digital: Wiley-IEEE Press. doi: 10.1109/ICSC52841.2022.00011.
- Stender, Mareike, Hartwig, Mattis, Braun, Tanya, und Möller, Ralf. . „Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model.“ Beitrag präsentiert auf der 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, und Möller, Ralf. . „Lifted Division for Lifted Hugin Belief Propagation.“ In AISTATS-22 Proceedings of the 25th International Conference on Artificial Intelligence and Statistics, Bd. 151 , herausgegeben von Gustau Camps-Valls, Francisco J. R. Ruiz und Isabel Valera. Digital: MLResearchPress.
- Braun, Tanya, Gehrke, Marcel, Lau, Florian, und Möller, Ralf. . „Lifting in Multi-agent Systems under Uncertainty.“ In UAI-22 Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, herausgegeben von James Cussens und Kun Zhang. digital: Curran Associates.
- Bender, Magnus, Kuhr, Felix, und Braun, Tanya. . „To Extend or not to Extend? Enriching a Corpus with Complementary and Related Documents.“ International Journal of Semantic Computing 16 (4): 521–545. doi: 10.1142/S1793351X2240013X.
- Braun, Tanya, und Gehrke, Marcel. . „Explainable and Explorable Decision Support.“ In Proceedings of the 27th International Conference on Conceptual Structures (ICCS 2022), Lecture Notes in Computer Science, herausgegeben von Tanya Braun, Diana Cristea und Robert Jäschke. Heidelberg: Springer Nature. doi: 10.1007/978-3-031-16663-1_8.
- Lau, Florian, Braun, Tanya, Möller, Ralf, und Fischer, Stefan. . „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, herausgegeben von Josep Miquel Jornet und Massimiliano Pierobon. New York: ACM Press. doi: 10.1145/3558583.3558814.
- Braun, Tanya, Cristea, Diana, und Jäschke, Robert, Hrsg. . Lecture Notes in Computer Science, Bd. 13403, Graph-Based Representation and Reasoning Heidelberg: Springer Nature. doi: 10.1007/978-3-031-16663-1.
- Braun, Tanya. . „A Glimpse into Statistical Relational AI: The Power of Indistinguishability.“ In SUM-22 Proceedings of the 15th International Conference on Scalable Uncertainty Management, Bd. 13562 aus Lecture Notes in Computer Science, herausgegeben von Florence Dupin de Saint-Cyr, Meltem Öztürk-Escoffier und Nico Potyka. Cham: Springer Nature. doi: 10.1007/978-3-031-18843-5_1.
- Alam, Mehwish, Braun, Tanya, Endres, Dominik, und Yun, Bruno, Hrsg. .„Special Issue on Conceptual Structures.“ Sonderausgabe Annals of Mathematics and Artificial Intelligence 11-12.
- Bender, Magnus, Braun, Tanya, Gehrke, Marcel, Kuhr, Felix, Möller, Ralf, und Schiff, Simon. . „Identifying Subjective Content Descriptions among Text.“ In ICSC-21 Proc. of the 15th IEEE International Conference on Semantic Computing, herausgegeben von Daniela D'Auria, Robert Mertens, Adina M. Panchea und Jessica Rubart. Laguna Hills, CA: Wiley-IEEE Computer Society Press. doi: 10.1109/ICSC50631.2021.00008.
- Bender, Magnus, Braun, Tanya, Gehrke, Marcel, Kuhr, Felix, Möller, Ralf, und Schiff, Simon. . „Identifying and Translating Subjective Content Descriptions Among Texts.“ International Journal of Semantic Computing 15 (4): 461–485. doi: 10.1142/S1793351X21400122.
- Marwitz, Andreas Florian, Braun, Tanya, und Möller, Ralf. . „A First Step Towards Even More Sparse Encodings of Probability Distributions.“ In Inductive Logic Programming , herausgegeben von Nikos Katzouris und Alexander Artikis. Cham: Springer. doi: 10.1007/978-3-030-97454-1_13.
- Kuhr, Felix, Bender, Magnus, Braun, Tanya, und Möller, Ralf. . „Context-specific Adaptation of Subjective Content Descriptions.“ In ICSC 2021 Proceedings of the 15th IEEE International Conference on Semantic Computing, herausgegeben von Daniela D'Auria, Robert Mertens, Adina M. Panchea und Jessica Rubart. Laguna Hills, CA: Wiley-IEEE Computer Society Press. doi: 10.1109/ICSC50631.2021.00032.
- Kuhr, Felix, Lichtenberger, Mathis, Braun, Tanya, und Möller, Ralf. . „Enhancing Relational Topic Models with Named Entity Induced Links.“ In ICSC 2021 Proceedings of the 15th IEEE International Conference on Semantic Computing, herausgegeben von Daniela D'Auria, Robert Mertens, Adina M. Panchea und Jessica Rubart. Laguna Hils, CA: Wiley-IEEE Computer Society Press. doi: 10.1109/ICSC50631.2021.00059.
- Potten, Tristan, und Braun, Tanya. . „Benchmarking Inference Algorithms for Probabilistic Relational Models.“ In Ontologies and Concepts in Mind and Machine, herausgegeben von Mehwish Alam, Tanya Braun und Bruno Yun. Cham: Springer International Publishing. doi: 10.1007/978-3-030-57855-8_15.
- Gehrke, Marcel, Braun, Tanya, und Polovina, Simon. . „Restricting the Maximum Number of Actions for Decision Support Under Uncertainty.“ In Ontologies and Concepts in Mind and Machine, herausgegeben von Mehwish Alam, Tanya Braun und Bruno Yun. Cham: Springer International Publishing. doi: 10.1007/978-3-030-57855-8_11.
- Kuhr, Felix, Braun, Tanya, und Möller, Ralf. . „Augmenting and Automating Corpus Enrichment.“ In ICSC 2020 Proceedings of the 14th IEEE International Conference on Semantic Computing, herausgegeben von Dick Bulterman, Atsushi Kitazawa, David Ostrowski, Phillip Sheu, Jeffrey Tsai, Srividya Bansal, Daniela D’Auria, Kai Ishikawa und Lubomir Stanchev. San Diego: Wiley-IEEE Computer Society Press. doi: 10.1109/ICSC.2020.00017.
- Kuhr, Felix, Braun, Tanya, Bender, Magnus, und Möller, Ralf. . „Augmenting and Automating Corpus Enrichment.“ International Journal of Semantic Computing 14 (2): 173–197. doi: 10.1142/S1793351X20400061.
- Kuhr, F., Bender, M., Braun, T., und Moller, R. . „Maintaining Topic Models for Growing Corpora.“ In ICSC 2020 Proceedings of the 14th IEEE International Conference on Semantic Computing, herausgegeben von Dick Bulterman, Atsushi Kitazawa, David Ostrowski, Phillip Sheu, Jeffrey Tsai, Srividya Bansal, Daniela D’Auria, Kai Ishikawa und Lubomir Stanchev. San Diego: Wiley-IEEE Computer Society Press. doi: 10.1109/ICSC.2020.00087.
- Gehrke, Marcel, Braun, Tanya, und Möller, Ralf. . „Efficient Multiple Query Answering in Switched Probabilistic Relational Models.“ In AI 2019: Advances in AI, herausgegeben von Jixue Liu und James Bailey. Cham: Springer. doi: 10.1007/978-3-030-35288-2_9.
- Braun, Tanya, und Möller, Ralf. . „Exploring Unknown Universes in Probabilistic Relational Models.“ In AI 2019: Advances in Artificial Intelligence, herausgegeben von Jixue Liu und James Bailey. Cham: Springer. doi: 10.1007/978-3-030-35288-2_8.
- Gehrke, Marcel, Braun, Tanya, Möller, Ralf, Waschkau, Alexander, und Strumann, Christph Steinhäuser Jost. . „Lifted Maximum Expected Utility.“ In Artificial Intelligence in Health, herausgegeben von Fernando Koch, David Riaño, Sara Montagna, Michael Schumacher, Annette ten Teije, Christian Guttmann, Manfred Reichert, Isabelle Bichindaritz, Pau Herrero, Richard Lenz, Beatriz López, Cindy Marling, Clare Martin, Stefania Montani und Nirmalie Wiratunga. Cham: Springer International Publishing. doi: 10.1007/978-3-030-12738-1_10.
- Gehrke, Marcel, Braun, Tanya, und Möller, Ralf. . „Lifted Temporal Maximum Expected Utility.“ In Advances in Artificial Intelligence, herausgegeben von Marie-Jean Meurs und Frank Rudzicz. Cham: Springer International Publishing. doi: 10.1007/978-3-030-18305-9_33.
- Gehrke, Marcel, Braun, Tanya, und Möller, Ralf. . „Lifted Temporal Most Probable Explanation.“ In Graph-Based Representation and Reasoning, herausgegeben von Dominik Endres, Mehwish Alam und Diana Şotropa. Cham: Springer. doi: 10.1007/978-3-030-23182-8_6.
- Gehrke, Marcel, Braun, Tanya, und Möller, Ralf. . „Uncertain Evidence for Probabilistic Relational Models.“ In Advances in Artificial Intelligence, herausgegeben von Marie-Jean Meurs und Frank Rudzicz. Cham: Springer International Publishing. doi: 10.1007/978-3-030-18305-9_7.
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