Tanya Braun

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 70

Top Topics

Related Documents

Probabilistic Relational Models

Statistical Relational

Expected Utility

Top Venues

Australasian Conference on Artificial Intelligence

Publications

Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
Enhancement of Subjective Content Descriptions by using Human Feedback. CoRR (2024)
Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke
Colour Passing Revisited: Lifted Model Construction with Commutative Factors. AAAI (2024)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
Unsupervised Estimation of Subjective Content Descriptions in an Information System. Int. J. Semantic Comput. 18 (1) (2024)
Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke
Lifted Causal Inference in Relational Domains. CoRR (2024)
Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke
Lifted Causal Inference in Relational Domains. CLeaR (2024)
Mattis Hartwig, Ralf Möller, Tanya Braun
An extended view on lifting Gaussian Bayesian networks. Artif. Intell. 330 (2024)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
ReFrESH - Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions. ICSC (2024)
Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke
Colour Passing Revisited: Lifted Model Construction with Commutative Factors. CoRR (2023)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
LESS is More: LEan Computing for Selective Summaries. KI (2023)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
Unsupervised Estimation of Subjective Content Descriptions. ICSC (2023)
Yara Schütt, Johannes Liebenow, Tanya Braun, Marcel Gehrke, Florian Thaeter, Esfandiar Mohammadi
DPM: Clustering Sensitive Data through Separation. CoRR (2023)
Nadja Redzuan, Ralf Möller, Marcel Gehrke, Tanya Braun
On Domain-specific Topic Modelling Using the Case of a Humanities Journal. CHAI@KI (2023)
Mareike Stender, Mattis Hartwig, Tanya Braun, Ralf Möller
Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model. FLAIRS (2022)
Tanya Braun
A Glimpse into Statistical Relational AI: The Power of Indistinguishability. SUM (2022)
Tanya Braun, Marcel Gehrke
Explainable and Explorable Decision Support. ICCS (2022)
Mehwish Alam, Tanya Braun, Dominik Endres, Bruno Yun
Special issue on conceptual structures. Ann. Math. Artif. Intell. 90 (11-12) (2022)
Marcel Gehrke, Ralf Möller, Tanya Braun
Who did it? Identifying the Most Likely Origins of Events. PGM (2022)
Moritz P. Hoffmann, Tanya Braun, Ralf Möller
Lifted Division for Lifted Hugin Belief Propagation. AISTATS (2022)
Magnus Bender, Felix Kuhr, Tanya Braun
To Extend or not to Extend? Complementary Documents. ICSC (2022)
Magnus Bender, Felix Kuhr, Tanya Braun, Ralf Möller
Estimating Context-Specific Subjective Content Descriptions using BERT. ICSC (2022)
Florian-Lennert Adrian Lau, Tanya Braun, Ralf Möller, Stefan Fischer
Using decPOMDPcoms to holistically model and program nanodevices and emergent nanonetworks. NANOCOM (2022)
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) (2022)
Tanya Braun, Marcel Gehrke, Florian Lau, Ralf Möller
Lifting in multi-agent systems under uncertainty. UAI (2022)
Felix Kuhr, Mathis Lichtenberger, Tanya Braun, Ralf Möller
Enhancing Relational Topic Models with Named Entity Induced Links. ICSC (2021)
Magnus Bender, Tanya Braun, Marcel Gehrke, Felix Kuhr, Ralf Möller, Simon Schiff
Identifying Subjective Content Descriptions among Texts. ICSC (2021)
Tanya Braun, Stefan Fischer, Florian Lau, Ralf Möller
Lifting DecPOMDPs for Nanoscale Systems - A Work in Progress. CoRR (2021)
Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller
Dynamic Domain Sizes in Temporal Probabilistic Relational Models. FLAIRS Conference (2021)
Mattis Hartwig, Tanya Braun, Ralf Möller
Handling Overlaps When Lifting Gaussian Bayesian Networks. IJCAI (2021)
Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller
Concept Drift Detection in Dynamic Probabilistic Relational Models. FLAIRS Conference (2021)
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) (2021)
Florian Andreas Marwitz, Tanya Braun, Ralf Möller
A First Step Towards Even More Sparse Encodings of Probability Distributions. ILP (2021)
Felix Kuhr, Magnus Bender, Tanya Braun, Ralf Möller
Context-specific Adaptation of Subjective Content Descriptions. ICSC (2021)
Mareike Stender, Jan Graßhoff, Tanya Braun, Ralf Möller, Philipp Rostalski
A Hybrid Factor Graph Model for Biomedical Activity Detection. BHI (2021)
Nils Finke, Marcel Gehrke, Tanya Braun, Tristan Potten, Ralf Möller
Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping. PGM (2020)
Tanya Braun, Ralf Möller
Lifting Queries for Lifted Inference. ECAI (2020)
Marcel Gehrke, Ralf Möller, Tanya Braun
Taming Reasoning in Temporal Probabilistic Relational Models. ECAI (2020)
Tanya Braun, Ralf Möller
Exploring Unknown Universes in Probabilistic Relational Models. CoRR (2020)
Tristan Potten, Tanya Braun
Benchmarking Inference Algorithms for Probabilistic Relational Models. ICCS (2020)
Felix Kuhr, Magnus Bender, Tanya Braun, Ralf Möller
Maintaining Topic Models for Growing Corpora. ICSC (2020)
Stefan Lüdtke, Marcel Gehrke, Tanya Braun, Ralf Möller, Thomas Kirste
Lifted Marginal Filtering for Asymmetric Models by Clustering-Based Merging. ECAI (2020)
Felix Kuhr, Tanya Braun, Magnus Bender, Ralf Möller
Augmenting and Automating Corpus Enrichment. Int. J. Semantic Comput. 14 (2) (2020)
Felix Kuhr, Tanya Braun, Ralf Möller
Augmenting and Automating Corpus Enrichment. ICSC (2020)
Marcel Gehrke, Tanya Braun, Simon Polovina
Restricting the Maximum Number of Actions for Decision Support Under Uncertainty. ICCS (2020)
Tanya Braun
StaRAI or StaRDB? - A Tutorial on Statistical Relational AI. BTW (Workshops) (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Relational Forward Backward Algorithm for Multiple Queries. FLAIRS Conference (2019)
Felix Kuhr, Tanya Braun, Magnus Bender, Ralf Möller
To Extend or Not to Extend? Context-Specific Corpus Enrichment. Australasian Conference on Artificial Intelligence (2019)
Marcel Gehrke, Simon Schiff, Tanya Braun, Ralf Möller
Which Patient to Treat Next? Probabilistic Stream-Based Reasoning for Decision Support and Monitoring. ICBK (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Uncertain Evidence for Probabilistic Relational Models. Canadian Conference on AI (2019)
Marcel Gehrke, Ralf Möller, Tanya Braun
Taming Reasoning in Temporal Probabilistic Relational Models. CoRR (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Efficient Multiple Query Answering in Switched Probabilistic Relational Models. Australasian Conference on Artificial Intelligence (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Lifted Temporal Most Probable Explanation. ICCS (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Lifted Temporal Maximum Expected Utility. Canadian Conference on AI (2019)
Tanya Braun, Ralf Möller
Exploring Unknown Universes in Probabilistic Relational Models. Australasian Conference on Artificial Intelligence (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Towards Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. KI (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Answering Multiple Conjunctive Queries with the Lifted Dynamic Junction Tree Algorithm. Australasian Conference on Artificial Intelligence (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. CoRR (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Answering Hindsight Queries with Lifted Dynamic Junction Trees. CoRR (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Lifted Dynamic Junction Tree Algorithm. ICCS (2018)
Tanya Braun, Ralf Möller
Fusing First-Order Knowledge Compilation and the Lifted Junction Tree Algorithm. KI (2018)
Tanya Braun, Ralf Möller
Parameterised Queries and Lifted Query Answering. IJCAI (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. Australasian Conference on Artificial Intelligence (2018)
Tanya Braun, Ralf Möller
Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm. CoRR (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser
Lifted Maximum Expected Utility. AIH@IJCAI (Revised Selected Papers) (2018)
Tanya Braun, Ralf Möller
Adaptive Inference on Probabilistic Relational Models. Australasian Conference on Artificial Intelligence (2018)
Tanya Braun, Ralf Möller
Lifted Most Probable Explanation. ICCS (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser
Towards lifted maximum expected utility. AIH@IJCAI (2018)
Tanya Braun, Felix Kuhr, Ralf Möller
Unsupervised Text Annotation. DKB/KIK@KI (2017)
Tanya Braun, Ralf Möller
Preventing Groundings and Handling Evidence in the Lifted Junction Tree Algorithm. KI (2017)
Tanya Braun, Ralf Möller
Counting and Conjunctive Queries in the Lifted Junction Tree Algorithm. GKR (2017)
Tanya Braun, Ralf Möller
Lifted Junction Tree Algorithm. KI (2016)