Publications
- Marwitz, Florian, Braun, Tanya, Möller, Ralf, and 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, edited by Chris Amato, Louise Dennis, Viviana Mascardi and 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, and Braun, Tanya. in Kürze. “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, and 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, and Speller, Jan. in Kürze. “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), edited by Christoph Beierle, Alexander Hahn, Gabriele Kern-Isberner, Oliver Kutz, Zeynep G. Saribatur, Kai Sauerwald and Lars-Philllip Spiegel.
- Karabulut, Nazlı Nur, and Braun, Tanya. in Kürze. “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, and Yoo, Jaemin. in Kürze. “A Probabilistic Circuit Framework for Interpretable Graph PU Learning.” in UAI-26 Proceedings of the 42nd Conference on Uncertainty in Artificial Intelligence
- Angiuli, V, Rohner, M, Wittmann, M, Piekarski, F, Kruse, J, Silaschi, M, Kunsorg, A, Mayr, A, Abulizi, I, Speller, J, Bakhtiary, F, and 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, and 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, and Hartwig, Mattis. . “Approximate Lifted Model Construction.” in IJCAI-25 Proceedings of the 34th International Joint Conference on Artificial Intelligence, edited by James Kwok. Montreal: IJCAI Organization. doi: 10.24963/ijcai.2025/1009.
- Hamid, Sagad, and 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, and Braun, Tanya. . “Compression versus Accuracy: A Hierarchy of Lifted Models.” in ECAI-25 Proceedings of the 28th European Conference on Artificial Intelligence, edited by I. Lynce and al. et. Online: IOS Press. doi: 10.3233/FAIA251420.
- Karabulut, Nazlı Nur, and 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, edited by Kai Sauerwald and Matthias Thimm. Hagen: Springer Publishing. doi: 10.1007/978-3-032-05134-9_15.
- Speller, Jan, Luttermann, Malte, Gehrke, Marcel, and 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, edited by Sylvia Melzer, Hagen Peukert, Stefan Thiemann, Magnus Bender, Özgür L. Özçep, Nele Russwinkel, Kai Sauerwald and Diedrich Wolter.
- Bender, Magnus, Braun, Tanya, Möller, Ralf, and 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, and 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, edited by A Singh, M Fazel, D Hsu, S Lacoste-Julien, F Berkenkamp, T Maharaj, K Wagstaff and J Zhu. .: MLResearchPress.
- Braun, Tanya, Paaßen, Benjamin, and Stolzenburg, Frieder, eds. . Lecture Notes in Computer Science, Vol. 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, and 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, and 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, and Gehrke, Marcel. . “ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions.” contribution 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, and Gehrke, Marcel. . “Colour Passing Revisited: Lifted Model Construction with Commutative Factors.” in AAAI-24 Proceedings of the 38th AAAI Conference on Artificial Intelligence, Vol. 38 of Proceedings of the AAAI Conference on Artificial Intelligence, edited by Michael Wooldridge, Jennifer Dy and Sriraam Natarajan. Washington, DC: AAAI Press. doi: 10.1609/aaai.v38i18.30034.
- Hartwig, Mattis, Möller, Ralf, and 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, and 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, and Möller, Ralf, eds. .“AI in Healthcare and the Public Sector.” Special Issue Künstliche Intelligenz 3.
- Braun, Tanya, and 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, and Gehrke, Marcel. . “Lifted Causal Inference in Relational Domains.” in CLeaR-24 Proceedings of the 3rd Conference on Causal Learning and Reasoning, Vol. 236 of Proceedings of Machine Learning Research, edited by Francesco Locatello and Vanessa Didelez. online: MLResearchPress.
- Braun, Tanya, and 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, and Braun, Tanya. . “Lifting Partially Observable Stochastic Games.” in SUM-24 Proceedings of the 16th International Conference on Scalable Uncertainty Management, edited by Sébastien Destercke, Maria Vanina Martinez and Giuseppe Sanfilippo. Cham: Springer Nature. doi: 10.1007/978-3-031-76235-2_16.
- Braun, Tanya, and 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, and Mohammadi, Esfandiar. . “$DPM$: Clustering Sensitive Data through Separation.” Preprint. in CCS-24 Proceedings of the ACM SIGSAC Conference on Computer and Communications Security , edited by Bo Luo, Xiaojing Liao, Jun Xu, Engin Kirda and David Lie. New York: ACM Press. doi: 10.1145/3658644.3690271.
- Luttermann, Malte, Braun, Tanya, Möller, Ralf, and 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, edited by Sébastien Destercke, Maria Vanina Martinez and Giuseppe Sanfilippo. Cham: Springer Nature. doi: 10.1007/978-3-031-76235-2_20.
- Speller, Jan, Staerk, Christian, Gude, Francisco, and 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, and 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, and 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, and 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, and 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, and Gehrke, Marcel. . “Unsupervised Estimation of Subjective Content Descriptions.” in ICSC-23 Proceedings of the 17th IEEE International Conference on Semantic Computing, edited by Dick Bulterman, Atsushi Kitazawa, David Ostrowski, Phillip Sheu, Daniela D'Auria and Kyle Li. Laguna Hills: Wiley-IEEE Press. doi: 10.1109/ICSC56153.2023.00052.
- Bender, Magnus, Braun, Tanya, Möller, Ralf, and Gehrke, Marcel. . “LESS is More - LEan Computing for Selective Summaries.” in Proceedings of the 46th German Conference on Artificial Intelligence, edited by Dietmar Seipel and Alexander Steen. Berlin: Springer. doi: 10.1007/978-3-031-42608-7_1.
- Schütt, Yara, Liebenow, Johannes, Braun, Tanya, Gehrke, Marcel, Thaeter, Florian, and 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, and Mohammadi, Esfandiar. . “DPM: Clustering Sensitive Data through Separation.” contributed to the PETS-23 Privacy Enhancing Technologies Symposium, Lausanne.
- Redzuan, Nadja, Möller, Ralf, Gehrke, Marcel, and Braun, Tanya. . “On Domain-specific Topic Modelling Using the Case of a Humanities Journal.” contribution to the CHAI 2023 3rd Workshop on Humanities-centred AI, co-located with KI 2023, Berlin
- Gehrke, Marcel, Möller, Ralf, and 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, edited by Antonio Salmerón and Rafael Rumı́. digital: Curran Associates.
- Speller, Jan, Staerk, Christian, and 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, and Möller, Ralf. . “Estimating Context-Specific Subjective Content Descriptions using BERT.” contribution to the 16th IEEE International Conference on Semantic Computing, Virtual IEEE. doi: 10.1109/ICSC52841.2022.00034.
- Bender, Magnus, Kuhr, Felix, and Braun, Tanya. . “To Extend or not to Extend? Complementary Documents.” in ICSC-22 Proceedings of the 16th IEEE International Conference on Semantic Computing, edited by Dick Bulterman, Atsushi Kitazawa, David Ostrowski, Phillip Sheu, Jeffrey Tsai, Srividya Bansal, Daniela D'Auria and Robert Mertens. Digital: Wiley-IEEE Press. doi: 10.1109/ICSC52841.2022.00011.
- Stender, Mareike, Hartwig, Mattis, Braun, Tanya, and Möller, Ralf. . “Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model.” contribution 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, and Möller, Ralf. . “Lifted Division for Lifted Hugin Belief Propagation.” in AISTATS-22 Proceedings of the 25th International Conference on Artificial Intelligence and Statistics, Vol. 151 , edited by Gustau Camps-Valls, Francisco J. R. Ruiz and Isabel Valera. Digital: MLResearchPress.
- Braun, Tanya, Gehrke, Marcel, Lau, Florian, and Möller, Ralf. . “Lifting in Multi-agent Systems under Uncertainty.” in UAI-22 Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, edited by James Cussens and Kun Zhang. digital: Curran Associates.
- Bender, Magnus, Kuhr, Felix, and 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, and Gehrke, Marcel. . “Explainable and Explorable Decision Support.” in Proceedings of the 27th International Conference on Conceptual Structures (ICCS 2022), Lecture Notes in Computer Science, edited by Tanya Braun, Diana Cristea and Robert Jäschke. Heidelberg: Springer Nature. doi: 10.1007/978-3-031-16663-1_8.
- Lau, Florian, Braun, Tanya, Möller, Ralf, and 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, edited by Josep Miquel Jornet and Massimiliano Pierobon. New York: ACM Press. doi: 10.1145/3558583.3558814.
- Braun, Tanya, Cristea, Diana, and Jäschke, Robert, eds. . Lecture Notes in Computer Science, Vol. 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, Vol. 13562 of Lecture Notes in Computer Science, edited by Florence Dupin de Saint-Cyr, Meltem Öztürk-Escoffier and Nico Potyka. Cham: Springer Nature. doi: 10.1007/978-3-031-18843-5_1.
- Alam, Mehwish, Braun, Tanya, Endres, Dominik, and Yun, Bruno, eds. .“Special Issue on Conceptual Structures.” Special Issue Annals of Mathematics and Artificial Intelligence 11-12.
- Bender, Magnus, Braun, Tanya, Gehrke, Marcel, Kuhr, Felix, Möller, Ralf, and Schiff, Simon. . “Identifying Subjective Content Descriptions among Text.” in ICSC-21 Proc. of the 15th IEEE International Conference on Semantic Computing, edited by Daniela D'Auria, Robert Mertens, Adina M. Panchea and 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, and 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, and Möller, Ralf. . “A First Step Towards Even More Sparse Encodings of Probability Distributions.” in Inductive Logic Programming , edited by Nikos Katzouris and Alexander Artikis. Cham: Springer. doi: 10.1007/978-3-030-97454-1_13.
- Kuhr, Felix, Bender, Magnus, Braun, Tanya, and Möller, Ralf. . “Context-specific Adaptation of Subjective Content Descriptions.” in ICSC 2021 Proceedings of the 15th IEEE International Conference on Semantic Computing, edited by Daniela D'Auria, Robert Mertens, Adina M. Panchea and Jessica Rubart. Laguna Hills, CA: Wiley-IEEE Computer Society Press. doi: 10.1109/ICSC50631.2021.00032.
- Kuhr, Felix, Lichtenberger, Mathis, Braun, Tanya, and Möller, Ralf. . “Enhancing Relational Topic Models with Named Entity Induced Links.” in ICSC 2021 Proceedings of the 15th IEEE International Conference on Semantic Computing, edited by Daniela D'Auria, Robert Mertens, Adina M. Panchea and Jessica Rubart. Laguna Hils, CA: Wiley-IEEE Computer Society Press. doi: 10.1109/ICSC50631.2021.00059.
- Potten, Tristan, and Braun, Tanya. . “Benchmarking Inference Algorithms for Probabilistic Relational Models.” in Ontologies and Concepts in Mind and Machine, edited by Mehwish Alam, Tanya Braun and Bruno Yun. Cham: Springer International Publishing. doi: 10.1007/978-3-030-57855-8_15.
- Gehrke, Marcel, Braun, Tanya, and Polovina, Simon. . “Restricting the Maximum Number of Actions for Decision Support Under Uncertainty.” in Ontologies and Concepts in Mind and Machine, edited by Mehwish Alam, Tanya Braun and Bruno Yun. Cham: Springer International Publishing. doi: 10.1007/978-3-030-57855-8_11.
- Kuhr, Felix, Braun, Tanya, and Möller, Ralf. . “Augmenting and Automating Corpus Enrichment.” in ICSC 2020 Proceedings of the 14th IEEE International Conference on Semantic Computing, edited by Dick Bulterman, Atsushi Kitazawa, David Ostrowski, Phillip Sheu, Jeffrey Tsai, Srividya Bansal, Daniela D’Auria, Kai Ishikawa and Lubomir Stanchev. San Diego: Wiley-IEEE Computer Society Press. doi: 10.1109/ICSC.2020.00017.
- Kuhr, Felix, Braun, Tanya, Bender, Magnus, and 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., and Moller, R. . “Maintaining Topic Models for Growing Corpora.” in ICSC 2020 Proceedings of the 14th IEEE International Conference on Semantic Computing, edited by Dick Bulterman, Atsushi Kitazawa, David Ostrowski, Phillip Sheu, Jeffrey Tsai, Srividya Bansal, Daniela D’Auria, Kai Ishikawa and Lubomir Stanchev. San Diego: Wiley-IEEE Computer Society Press. doi: 10.1109/ICSC.2020.00087.
- Gehrke, Marcel, Braun, Tanya, and Möller, Ralf. . “Efficient Multiple Query Answering in Switched Probabilistic Relational Models.” in AI 2019: Advances in AI, edited by Jixue Liu and James Bailey. Cham: Springer. doi: 10.1007/978-3-030-35288-2_9.
- Braun, Tanya, and Möller, Ralf. . “Exploring Unknown Universes in Probabilistic Relational Models.” in AI 2019: Advances in Artificial Intelligence, edited by Jixue Liu and James Bailey. Cham: Springer. doi: 10.1007/978-3-030-35288-2_8.
- Gehrke, Marcel, Braun, Tanya, Möller, Ralf, Waschkau, Alexander, and Strumann, Christph Steinhäuser Jost. . “Lifted Maximum Expected Utility.” in Artificial Intelligence in Health, edited by 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 and Nirmalie Wiratunga. Cham: Springer International Publishing. doi: 10.1007/978-3-030-12738-1_10.
- Gehrke, Marcel, Braun, Tanya, and Möller, Ralf. . “Lifted Temporal Maximum Expected Utility.” in Advances in Artificial Intelligence, edited by Marie-Jean Meurs and Frank Rudzicz. Cham: Springer International Publishing. doi: 10.1007/978-3-030-18305-9_33.
- Gehrke, Marcel, Braun, Tanya, and Möller, Ralf. . “Lifted Temporal Most Probable Explanation.” in Graph-Based Representation and Reasoning, edited by Dominik Endres, Mehwish Alam and Diana Şotropa. Cham: Springer. doi: 10.1007/978-3-030-23182-8_6.
- Gehrke, Marcel, Braun, Tanya, and Möller, Ralf. . “Uncertain Evidence for Probabilistic Relational Models.” in Advances in Artificial Intelligence, edited by Marie-Jean Meurs and Frank Rudzicz. Cham: Springer International Publishing. doi: 10.1007/978-3-030-18305-9_7.
- Kuhr, Felix, Braun, Tanya, Bender, Magnus, and Möller, Ralf. . “To Extend or Not to Extend? Context-Specific Corpus Enrichment.” in AI 2019: Advances in Artificial Intelligence, edited by Jixue Liu and James Bailey. Cham: Springer. doi: 10.1007/978-3-030-35288-2_29.
- Braun, Tanya, and Möller, Ralf. . “Counting and Conjunctive Queries in the Lifted Junction Tree Algorithm - Extended.” in PostProc. of the 5th International Workshop on Graph Structures for Knowledge Representation and Reasoning at the 26th International Joint Conference on Artificial Intelligence, edited by Madalina Croitoru, Pierre Marquis, Sebastian Rudolph and Gem Stapleton. Cham: Springer. doi: 10.1007/978-3-319-78102-0_3.
- Braun, Tanya, and Möller, Ralf. . “Lifted Most Probable Explanation.” in ICCS-18 Proc. of the 23rd International Conference on Conceptual Structures, Vol. 10872 , edited by Peter Chapman, Dominik Endres and Nathalie Pernelle. Cham: Springer. doi: 10.1007/978-3-319-91379-7_4.
- Braun, Tanya, and Möller, Ralf. . “Parameterised Queries and Lifted Query Answering.” in IJCAI-18 Proc. of the 27th International Joint Conference on Artificial Intelligence, edited by Jérôme Lang. Wien / Freiburg: International Joint Conferences on Artificial Intelligence.
- Braun, Tanya, and Möller, Ralf. . “Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm.” Preprint. in 8th International Workshop on Statistical Relational AI at the 27th International Joint Conference on Artificial Intelligence, edited by Angelika Kimmig, David Poole, Jay Pujara and Parag Singla.
- Braun, Tanya, and Möller, Ralf. . “Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm.” in Proceedings of KI 2018: Advances in Artificial Intelligence, Vol. 11117 of Lecture Notes in Computer Science, edited by Frank Trollmann and Anni-Yasmin Turhan. Cham: Springer. doi: 10.1007/978-3-030-00111-7_3.
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