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Books and Theses
- 2020
[b1]Tanya Braun:
Rescued from a sea of queries: Exact inference in probabilistic relational models. University of Lübeck, Germany, 2020
Journal Articles
- 2024
- [j6]Mattis Hartwig
, Ralf Möller, Tanya Braun:
An extended view on lifting Gaussian Bayesian networks. Artif. Intell. 330: 104082 (2024) - [j5]Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke:
Unsupervised Estimation of Subjective Content Descriptions in an Information System. Int. J. Semantic Comput. 18(1): 51-75 (2024) - 2022
- [j4]Mehwish Alam, Tanya Braun, Dominik Endres, Bruno Yun:
Special issue on conceptual structures. Ann. Math. Artif. Intell. 90(11-12): 1079-1082 (2022) - [j3]Magnus Bender, Felix Kuhr, Tanya Braun:
To Extend or Not to Extend? Enriching a Corpus with Complementary and Related Documents. Int. J. Semantic Comput. 16(4): 521-545 (2022) - 2021
- [j2]Magnus Bender, Tanya Braun, Marcel Gehrke, Felix Kuhr, Ralf Möller, Simon Schiff:
Identifying and Translating Subjective Content Descriptions Among Texts. Int. J. Semantic Comput. 15(4): 461-485 (2021) - 2020
- [j1]Felix Kuhr, Tanya Braun, Magnus Bender, Ralf Möller:
Augmenting and Automating Corpus Enrichment. Int. J. Semantic Comput. 14(2): 173-197 (2020)
Conference and Workshop Papers
- 2024
- [c54]Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke:
Colour Passing Revisited: Lifted Model Construction with Commutative Factors. AAAI 2024: 20500-20507 - [c53]Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke:
Lifted Causal Inference in Relational Domains. CLeaR 2024: 827-842 - [c52]Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke:
ReFrESH - Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions. ICSC 2024: 17-24 - 2023
- [c51]Nadja Redzuan, Ralf Möller, Marcel Gehrke, Tanya Braun:
On Domain-specific Topic Modelling Using the Case of a Humanities Journal. CHAI@KI 2023: 25-37 - [c50]Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke:
LESS is More: LEan Computing for Selective Summaries. KI 2023: 1-14 - [c49]Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke:
Unsupervised Estimation of Subjective Content Descriptions. ICSC 2023: 266-273 - 2022
- [c48]Moritz P. Hoffmann, Tanya Braun, Ralf Möller:
Lifted Division for Lifted Hugin Belief Propagation. AISTATS 2022: 6501-6510 - [c47]Mareike Stender, Mattis Hartwig, Tanya Braun, Ralf Möller:
Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model. FLAIRS 2022 - [c46]Tanya Braun, Marcel Gehrke:
Explainable and Explorable Decision Support. ICCS 2022: 99-114 - [c45]Florian-Lennert Adrian Lau, Tanya Braun, Ralf Möller, Stefan Fischer:
Using decPOMDPcoms to holistically model and program nanodevices and emergent nanonetworks. NANOCOM 2022: 2:1-2:7 - [c44]Marcel Gehrke, Ralf Möller, Tanya Braun:
Who did it? Identifying the Most Likely Origins of Events. PGM 2022: 217-228 - [c43]Magnus Bender, Felix Kuhr, Tanya Braun:
To Extend or not to Extend? Complementary Documents. ICSC 2022: 17-24 - [c42]Magnus Bender, Felix Kuhr, Tanya Braun, Ralf Möller:
Estimating Context-Specific Subjective Content Descriptions using BERT. ICSC 2022: 171-172 - [c41]Tanya Braun:
A Glimpse into Statistical Relational AI: The Power of Indistinguishability. SUM 2022: 3-18 - [c40]Tanya Braun, Marcel Gehrke, Florian Lau, Ralf Möller:
Lifting in multi-agent systems under uncertainty. UAI 2022: 233-243 - 2021
- [c39]Mareike Stender, Jan Graßhoff, Tanya Braun, Ralf Möller, Philipp Rostalski:
A Hybrid Factor Graph Model for Biomedical Activity Detection. BHI 2021: 1-4 - [c38]Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller:
Dynamic Domain Sizes in Temporal Probabilistic Relational Models. FLAIRS 2021 - [c37]Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller:
Concept Drift Detection in Dynamic Probabilistic Relational Models. FLAIRS 2021 - [c36]Mattis Hartwig, Tanya Braun, Ralf Möller:
Handling Overlaps When Lifting Gaussian Bayesian Networks. IJCAI 2021: 4228-4234 - [c35]Florian Andreas Marwitz, Tanya Braun, Ralf Möller:
A First Step Towards Even More Sparse Encodings of Probability Distributions. ILP 2021: 183-192 - [c34]Magnus Bender, Tanya Braun, Marcel Gehrke, Felix Kuhr, Ralf Möller, Simon Schiff:
Identifying Subjective Content Descriptions among Texts. ICSC 2021: 9-16 - [c33]Felix Kuhr, Magnus Bender, Tanya Braun, Ralf Möller:
Context-specific Adaptation of Subjective Content Descriptions. ICSC 2021: 134-139 - [c32]Felix Kuhr, Mathis Lichtenberger, Tanya Braun, Ralf Möller:
Enhancing Relational Topic Models with Named Entity Induced Links. ICSC 2021: 314-317 - 2020
- [c31]Marcel Gehrke, Ralf Möller, Tanya Braun:
Taming Reasoning in Temporal Probabilistic Relational Models. ECAI 2020: 2592-2599 - [c30]Stefan Lüdtke, Marcel Gehrke, Tanya Braun, Ralf Möller, Thomas Kirste:
Lifted Marginal Filtering for Asymmetric Models by Clustering-Based Merging. ECAI 2020: 2608-2615 - [c29]Tanya Braun, Ralf Möller:
Lifting Queries for Lifted Inference. ECAI 2020: 2891-2892 - [c28]Marcel Gehrke, Tanya Braun, Simon Polovina:
Restricting the Maximum Number of Actions for Decision Support Under Uncertainty. ICCS 2020: 145-160 - [c27]Tristan Potten, Tanya Braun:
Benchmarking Inference Algorithms for Probabilistic Relational Models. ICCS 2020: 195-203 - [c26]Nils Finke, Marcel Gehrke, Tanya Braun, Tristan Potten, Ralf Möller:
Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping. PGM 2020: 197-208 - [c25]Felix Kuhr, Tanya Braun, Ralf Möller:
Augmenting and Automating Corpus Enrichment. ICSC 2020: 69-76 - [c24]Felix Kuhr, Magnus Bender, Tanya Braun, Ralf Möller:
Maintaining Topic Models for Growing Corpora. ICSC 2020: 451-458 - 2019
- [c23]Marcel Gehrke, Tanya Braun, Ralf Möller:
Uncertain Evidence for Probabilistic Relational Models. Canadian AI 2019: 80-93 - [c22]Marcel Gehrke, Tanya Braun, Ralf Möller:
Lifted Temporal Maximum Expected Utility. Canadian AI 2019: 380-386 - [c21]Tanya Braun, Ralf Möller:
Exploring Unknown Universes in Probabilistic Relational Models. Australasian Conference on Artificial Intelligence 2019: 91-103 - [c20]Marcel Gehrke, Tanya Braun, Ralf Möller:
Efficient Multiple Query Answering in Switched Probabilistic Relational Models. Australasian Conference on Artificial Intelligence 2019: 104-116 - [c19]Felix Kuhr, Tanya Braun, Magnus Bender, Ralf Möller:
To Extend or Not to Extend? Context-Specific Corpus Enrichment. Australasian Conference on Artificial Intelligence 2019: 357-368 - [c18]Tanya Braun:
StaRAI or StaRDB? - A Tutorial on Statistical Relational AI. BTW (Workshops) 2019: 263-266 - [c17]Marcel Gehrke, Tanya Braun, Ralf Möller:
Relational Forward Backward Algorithm for Multiple Queries. FLAIRS 2019: 464-469 - [c16]Marcel Gehrke, Simon Schiff, Tanya Braun, Ralf Möller:
Which Patient to Treat Next? Probabilistic Stream-Based Reasoning for Decision Support and Monitoring. ICBK 2019: 73-80 - [c15]Marcel Gehrke, Tanya Braun, Ralf Möller:
Lifted Temporal Most Probable Explanation. ICCS 2019: 72-85 - 2018
- [c14]Tanya Braun, Ralf Möller:
Adaptive Inference on Probabilistic Relational Models. Australasian Conference on Artificial Intelligence 2018: 487-500 - [c13]Marcel Gehrke, Tanya Braun, Ralf Möller:
Answering Multiple Conjunctive Queries with the Lifted Dynamic Junction Tree Algorithm. Australasian Conference on Artificial Intelligence 2018: 543-555 - [c12]Marcel Gehrke, Tanya Braun, Ralf Möller:
Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. Australasian Conference on Artificial Intelligence 2018: 556-562 - [c11]Tanya Braun, Ralf Möller:
Lifted Most Probable Explanation. ICCS 2018: 39-54 - [c10]Marcel Gehrke, Tanya Braun, Ralf Möller:
Lifted Dynamic Junction Tree Algorithm. ICCS 2018: 55-69 - [c9]Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser:
Towards lifted maximum expected utility. AIH@IJCAI 2018: 93-96 - [c8]Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser:
Lifted Maximum Expected Utility. AIH@IJCAI (Revised Selected Papers) 2018: 131-141 - [c7]Tanya Braun, Ralf Möller:
Parameterised Queries and Lifted Query Answering. IJCAI 2018: 4980-4986 - [c6]Tanya Braun, Ralf Möller:
Fusing First-Order Knowledge Compilation and the Lifted Junction Tree Algorithm. KI 2018: 24-37 - [c5]Marcel Gehrke, Tanya Braun, Ralf Möller:
Towards Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. KI 2018: 38-45 - 2017
- [c4]Tanya Braun, Ralf Möller:
Counting and Conjunctive Queries in the Lifted Junction Tree Algorithm. GKR 2017: 54-72 - [c3]Tanya Braun, Felix Kuhr, Ralf Möller:
Unsupervised Text Annotation. DKB/KIK@KI 2017: 23-30 - [c2]Tanya Braun, Ralf Möller:
Preventing Groundings and Handling Evidence in the Lifted Junction Tree Algorithm. KI 2017: 85-98 - 2016
- [c1]Tanya Braun, Ralf Möller:
Lifted Junction Tree Algorithm. KI 2016: 30-42
Parts in Books or Collections
- 2020
- [p1]Günther Görz, Tanya Braun, Ute Schmid:
Einleitung. Handbuch der Künstlichen Intelligenz 2020: 1-26
Editorship
- 2022
- [e4]Tanya Braun, Diana Cristea, Robert Jäschke:
Graph-Based Representation and Reasoning - 27th International Conference on Conceptual Structures, ICCS 2022, Münster, Germany, September 12-15, 2022, Proceedings. Lecture Notes in Computer Science 13403, Springer 2022, ISBN 978-3-031-16662-4 [contents] - 2021
- [e3]Tanya Braun, Marcel Gehrke, Tom Hanika, Nathalie Hernandez:
Graph-Based Representation and Reasoning - 26th International Conference on Conceptual Structures, ICCS 2021, Virtual Event, September 20-22, 2021, Proceedings. Lecture Notes in Computer Science 12879, Springer 2021, ISBN 978-3-030-86981-6 [contents] - 2020
- [e2]Günther Görz, Ute Schmid, Tanya Braun:
Handbuch der Künstlichen Intelligenz, 6. Auflage. De Gruyter 2020, ISBN 9783110659948 [contents] - [e1]Mehwish Alam, Tanya Braun, Bruno Yun:
Ontologies and Concepts in Mind and Machine - 25th International Conference on Conceptual Structures, ICCS 2020, Bolzano, Italy, September 18-20, 2020, Proceedings. Lecture Notes in Computer Science 12277, Springer 2020, ISBN 978-3-030-57854-1 [contents]
Informal and Other Publications
- 2024
- [i10]Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke:
Lifted Causal Inference in Relational Domains. CoRR abs/2403.10184 (2024) - [i9]Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke:
Enhancement of Subjective Content Descriptions by using Human Feedback. CoRR abs/2405.15786 (2024) - 2023
- [i8]Yara Schütt, Johannes Liebenow, Tanya Braun, Marcel Gehrke, Florian Thaeter, Esfandiar Mohammadi:
DPM: Clustering Sensitive Data through Separation. CoRR abs/2307.02969 (2023) - [i7]Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke:
Colour Passing Revisited: Lifted Model Construction with Commutative Factors. CoRR abs/2309.11236 (2023) - 2021
- [i6]Tanya Braun, Stefan Fischer, Florian Lau, Ralf Möller:
Lifting DecPOMDPs for Nanoscale Systems - A Work in Progress. CoRR abs/2110.09152 (2021) - 2020
- [i5]Tanya Braun, Ralf Möller:
Exploring Unknown Universes in Probabilistic Relational Models. CoRR abs/2001.02021 (2020) - 2019
- [i4]Marcel Gehrke, Ralf Möller, Tanya Braun:
Taming Reasoning in Temporal Probabilistic Relational Models. CoRR abs/1911.07040 (2019) - 2018
- [i3]Tanya Braun, Ralf Möller:
Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm. CoRR abs/1807.00743 (2018) - [i2]Marcel Gehrke, Tanya Braun, Ralf Möller:
Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. CoRR abs/1807.00744 (2018) - [i1]Marcel Gehrke, Tanya Braun, Ralf Möller:
Answering Hindsight Queries with Lifted Dynamic Junction Trees. CoRR abs/1807.01586 (2018)
Coauthor Index
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last updated on 2024-06-20 21:32 CEST by the dblp team
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