University of Münster
CRIS@UM
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Junior professorship of practical computer science - modern aspects of data processing / data science (Prof. Braun)

Status: Organisation is active
Address: 
Einsteinstr. 62
48149 Münster
Germany

Publications

Approximate Lifted Model Construction
Luttermann, Malte; Speller, Jan; Gehrke, Marcel; Braun, Tanya; Möller, Ralf; Hartwig, Mattis (2025)
In: Kwok, James (eds.), IJCAI-25 Proceedings of the 34th International Joint Conference on Artificial Intelligence, 9077-9085. Montreal:  / IJCAI Organization. doi:10.24963/ijcai.2025/1009
Research article in edited proceedings (conference) | Peer reviewed | Published
Combining Local Symmetry Exploitation and Reinforcement Learning for Optimised Probabilistic Inference - A Work In Progress
Hamid, Sagad; Braun, Tanya (2025)
In: arXiv:2503.08786.
Research article in digital collection | Preprint | Peer reviewed | Published
Compression versus Accuracy: A Hierarchy of Lifted Models
Speller, Jan; Luttermann, Malte; Gehrke, Marcel; Braun, Tanya (2025)
In: Lynce, I.; et al. (eds.), ECAI-25 Proceedings of the 28th European Conference on Artificial Intelligence, 5051-5058. Online: IOS Press. doi:10.3233/FAIA251420
Research article in edited proceedings (conference) | Peer reviewed | Published
Counting Agents in Partially Observable Stochastic Games
Karabulut, Nazlı Nur; Braun, Tanya (2025)
In: Sauerwald, Kai; Thimm, Matthias (eds.), ECSQARU-25 Proceedings of the 18th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 207-222. Hagen: Springer Publishing. doi:10.1007/978-3-032-05134-9_15
Research article in edited proceedings (conference) | Peer reviewed | Published
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 (eds.), 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.
Research article in digital collection (conference) | Peer reviewed | Published
Show all publications (47)

Projects

HAPPI - Human-aware PGMs and Probabilistic Inference via Lifted Model Reconciliation (HAPPI)
Duration: 15/03/2024 - 31/12/2026
Funded by: MKW - Förderlinie „Künstliche Intelligenz/Maschinelles Lernen“ - KI-Starter
Type of project: Individual project

Vorträge

Compression versus Accuracy: A Hierarchy of Lifted Models
Speller, Jan; Luttermann, Malte; Gehrke, Marcel; Braun, Tanya (29/10/2025)
28th European Conference on Artificial Intelligence (ECAI 2025), Bologna
Type of talk: scientific talk
Counting Agents in Partially Observable Stochastic Games
Karabulut, Nazlı Nur; Braun, Tanya (25/09/2025)
ECSQARU-25 18th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Hagen
Type of talk: scientific talk
Towards Explainability of Approximate Lifted Model Construction: A Geometric Perspective
Speller, Jan (16/09/2025)
Joint Workshop on Humanities-Centred Artificial Intelligence and Formal & Cognitive Reasoning co-located with 48th…, Potsdam
Type of talk: scientific talk
Variable Elimination as a Form of Forgetting in (Lifted) Probabilistic Graphical Models
Braun, Tanya (19/03/2025)
2nd Logic and AI Meet-up, Hagen
Type of talk: scientific talk
Lifting Partially Observable Stochastic Games
Karabulut, Nazlı Nur (29/11/2024)
SUM-24 16th International Conference on Scalable Uncertainty Management, Palermo
Type of talk: scientific talk
Show all talks (23)

Parent organisational units