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Publikationen

Approximate Lifted Model Construction Luttermann, Malte; Speller, Jan; Gehrke, Marcel; Braun, Tanya; Möller, Ralf; Hartwig, Mattis (2025) In: Kwok, James (Hrsg.), IJCAI-25 Proceedings of the 34th International Joint Conference on Artificial Intelligence. Montreal: . Forschungsartikel in Sammelband (Konferenz)
Combining Local Symmetry Exploitation and Reinforcement Learning for Optimised Probabilistic Inference - A Work In Progress Hamid, Sagad; Braun, Tanya (2025) In: arXiv:2503.08786. Forschungsartikel in Online-Sammlung
Compression versus Accuracy: A Hierarchy of Lifted Models Speller, Jan; Luttermann, Malte; Gehrke, Marcel; Braun, Tanya (2025) In: Lynce, I.; et al. (Hrsg.), ECAI-25 Proceedings of the 28th European Conference on Artificial Intelligence. Online: . Forschungsartikel in Sammelband (Konferenz)
Counting Agents in Partially Observable Stochastic Games Karabulut, Nazlı Nur; Braun, Tanya (2025) In: Sauerwald, Kai; Thimm, Matthias (Hrsg.), ECSQARU-25 Proceedings of the 18th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty. Hagen: . Forschungsartikel in Sammelband (Konferenz)
Towards Explainability of Approximate Lifted Model Construction: A Geometric Perspective Speller, Jan; Luttermann, Malte; Gehrke, Marcel; Braun, Tanya (2025) In: Melzer, Sylvia; Peukert, Hagen; Thiemann, Stefan; Bender, Magnus; Özçep, Özgür L.; Russwinkel, Nele; Sauerwald, Kai; Wolter, Diedrich (Hrsg.), Proceedings of the Joint Workshop on Humanities-Centred Artificial Intelligence and Formal & Cognitive Reasoning co-located with 48th German Conference on Artificial Intelligence. CEUR-WS. Forschungsartikel in Online-Sammlung (Konferenz)
Enhancement of Subjective Content Descriptions by Using Human Feedback Bender, Magnus; Braun, Tanya; Möller, Ralf; Gehrke, Marcel (2025) In: International Journal of Semantic Computing, 19(2). Forschungsartikel (Zeitschrift)
KI 2025: Advances in Artificial Intelligence Braun, Tanya; Paaßen, Benjamin; Stolzenburg, Frieder (Hrsg.) (2025) Heidelberg: . Konferenzband
Unsupervised Estimation of Subjective Content Descriptions in an Information System Bender, Magnus; Braun, Tanya; Möller, Ralf; Gehrke, Marcel (2024) In: International Journal of Semantic Computing, 18(1). Forschungsartikel (Zeitschrift)
ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions Bender, Magnus; Braun, Tanya; Möller, Ralf; Gehrke, Marcel (2024) In: ICSC-24 18th IEEE International Conference on Semantic Computing, Laguna Hills, Vereinigte Staaten. IEEE Computer Society Digital Library:17-24. Forschungsartikel in Online-Sammlung (Konferenz)
Colour Passing Revisited: Lifted Model Construction with Commutative Factors Luttermann, Malte; Braun, Tanya; Möller, Ralf; Gehrke, Marcel (2024) In: Wooldridge, Michael; Dy, Jennifer; Natarajan Sriraam (Hrsg.), AAAI-24 Proceedings of the 38th AAAI Conference on Artificial Intelligence. Washington, DC: . Forschungsartikel in Sammelband (Konferenz)