Approximate Lifted Model Construction

Luttermann, Malte; Speller, Jan; Gehrke, Marcel; Braun, Tanya; Möller, Ralf; Hartwig, Mattis (2025)

In: (eds.), IJCAI-25 Proceedings of the 34th International Joint Conference on Artificial Intelligence. (kein Verlag angegeben).

Research article in edited proceedings (conference)

Compression versus Accuracy: A Hierarchy of Lifted Models

Speller, Jan; Luttermann, Malte; Gehrke, Marcel; Braun, Tanya (2025)

In: (eds.), ECAI-25 Proceedings of the 28th European Conference on Artificial Intelligence. (kein Verlag angegeben).

Research article in edited proceedings (conference)

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).

Research article (journal)

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 (eds.), AAAI-24 Proceedings of the 38th AAAI Conference on Artificial Intelligence. Washington, DC.

Research article in edited proceedings (conference)

Lifting in Support of Privacy-preserving Probabilistic Inference

Gehrke, Marcel; Liebenow, Johannes; Mohammadi, Esfandiar; Braun, Tanya (2024)

In: Künstliche Intelligenz, 38(3).

Research article (journal)

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Approximate Lifted Model Construction Luttermann, Malte; Speller, Jan; Gehrke, Marcel; Braun, Tanya; Möller, Ralf; Hartwig, Mattis (2025) In: (eds.), IJCAI-25 Proceedings of the 34th International Joint Conference on Artificial Intelligence. (kein Verlag angegeben). Research article in edited proceedings (conference)
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
Compression versus Accuracy: A Hierarchy of Lifted Models Speller, Jan; Luttermann, Malte; Gehrke, Marcel; Braun, Tanya (2025) In: (eds.), ECAI-25 Proceedings of the 28th European Conference on Artificial Intelligence. (kein Verlag angegeben). Research article in edited proceedings (conference)
Counting Agents in Partially Observable Stochastic Games Karabulut, Nazlı Nur; Braun, Tanya (2025) In: (eds.), ECSQARU-25 Proceedings of the 18th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty. . Research article in edited proceedings (conference)
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). Research article (journal)
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, United States. IEEE Computer Society Digital Library:17-24. Research article in digital collection (conference)
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 (eds.), AAAI-24 Proceedings of the 38th AAAI Conference on Artificial Intelligence. Washington, DC. Research article in edited proceedings (conference)
An Extended View on Lifting Gaussian Bayesian Networks Hartwig, Mattis; Möller, Ralf; Braun, Tanya (2024) In: Artificial Intelligence, 330, 104082. Research article (journal)
Lifting in Support of Privacy-preserving Probabilistic Inference Gehrke, Marcel; Liebenow, Johannes; Mohammadi, Esfandiar; Braun, Tanya (2024) In: Künstliche Intelligenz, 38(3). Research article (journal)
AI in Healthcare and the Public Sector Braun, Tanya; Möller, Ralf (eds.) (2024) In: Künstliche Intelligenz, 38(3). Special issue of a journal