Tanya Braun

@inproceedings{LuBrMoGe24,
    author    = {Malte Luttermann and Tanya Braun and Ralf Möller and Marcel Gehrke},
    title     = {{Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs}},
    booktitle = {Proceedings of the Sixteenth International Conference on Scalable Uncertainty Management (SUM-2024)},
    year      = {2024},
    pages     = {265--280},
    publisher = {Springer},
}

@inproceedings{LuHaBrMoGe24,
  author    = {Malte Luttermann and Mattis Hartwig and Tanya Braun and Ralf Möller and Marcel Gehrke},
  title     = {Lifted Causal Inference in Relational Domains},
  booktitle = {Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-24)},
  year      = {2024},
  volume    = {236},
  pages     = {827--842},
  publisher = {PMLR},
  url       = {https://proceedings.mlr.press/v236/luttermann24a.html},
}

@inproceedings{LuBrMoGe24,
    author    = {Malte Luttermann and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
    title     = {{Colour Passing Revisited: Lifted Model Construction with Commutative Factors}},
    booktitle = {Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence     (AAAI-24)},
    year      = {2024},
    volume    = {38},
    pages     = {20500--20507},
    publisher = {{AAAI} Press},
    doi       = {https://doi.org/10.1609/aaai.v38i18.30034},
}

@INPROCEEDINGS{BeBrMoGe,
author ={Magnus Bender and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
title ={ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions},
booktitle ={18th {IEEE} International Conference on Semantic Computing, ({ICSC} 2024), February 5-7},
year ={2024},
pages = {17--24},
publisher = {{IEEE}},
url = {https://dx.doi.org/10.1109/ICSC59802.2024.00010}
}

@article{BeBrMoGe24,
author={Magnus Bender and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
title={Unsupervised Estimation of Subjective Content Descriptions in an Information System},
journal = {International Journal of Semantic Computing},
volume= {18},
number={1},
pages= {},
year={2024},
doi  = {}
}

@InProceedings{BeBrMoGe23c,
author={Magnus Bender and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
title={LESS is More: LEan Computing for Selective Summaries},
journal = {International Journal of Semantic Computing},
booktitle= {KI 2023: Advances in Artificial Intelligence},
publisher= {Springer Nature Switzerland},
year={2023},
doi ={https://doi.org/10.1007/978-3-031-42608-7_1},
pages={1--14},
}

@InProceedings{ReGeMoBr,
  author    = {Nadja Redzuan and Marcel Gehrke and Ralf M\"oller and Tanya Braun},
  booktitle = {Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023)},
  date      = {2023-09-26},
  title     = {On Domain-specific Topic Modelling Using the Case of a Humanities Journal},
  pages     = {},
  publisher = {CEUR Workshop Proceedings},
  url = {},
}

@INPROCEEDINGS{BeBrMoGe,
author ={Magnus Bender and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
title ={Unsupervised Estimation of Subjective Content Descriptions},
booktitle ={17th {IEEE} International Conference on Semantic Computing, ({ICSC} 2023), February 1-3},
year ={2023},
pages = {},
publisher = {{IEEE}},
doi = {https://dx.doi.org/10.1109/ICSC56153.2023.00052},
keywords ={Subjective Content Descriptions; Text Mining;Text Annotation;Sentence clustering},
}

@inproceedings{BraGeLaMo22,
author ={Tanya Braun and Marcel Gehrke and Florian Lau and Ralf M\"oller},
title ={Lifting in Multi-agent Systems under Uncertainty},
booktitle ={38th Conference on Uncertainty in Artificial Intelligence (UAI 2022)},
year ={2022},
pages = {233--243},
url = {https://proceedings.mlr.press/v180/braun22a.html}
}

@article{BeKuBr22b,
author={Magnus Bender and Felix Kuhr and Tanya Braun},
title={To Extend or not to Extend? Enriching a Corpus with Complementary and Related Documents},
journal = {International Journal of Semantic Computing},
volume= {16},
number={4},
pages= {521--545},
year={2022},
doi  = {https://dx.doi.org/10.1142/S1793351X2240013X}
}

@INPROCEEDINGS{BeKuBr22,
author ={Magnus Bender and Felix Kuhr and Tanya Braun},
title ={To Extend or not to Extend? Complementary Documents},
booktitle ={16th {IEEE} International Conference on Semantic Computing, ({ICSC} 2022), Virtual, January 26-28},
year ={2022},
pages = {17-24},
publisher = {{IEEE}},
doi ={https://doi.org/10.1109/ICSC52841.2022.00011},
keywords ={Subjective Content Descriptions; Complementarity; Text Mining},
}

@inproceedings{HofBrMo22, 
  author = {Moritz Hoffmann and Tanya Braun and Ralf M\"oller},
  title = "{Lifted Division for Lifted Hugin Belief Propagation}",
  booktitle = "{AISTATS-22 Proceedings of the 25th International Conference on Artificial Intelligence and Statistics}",
  year = "2022",
  pages={6501--6510},
  publisher = {PMLR},
  url = {https://proceedings.mlr.press/v151/hoffmann22a.html}
}

@inproceedings{BraGe22,
author ={Tanya Braun and Marcel Gehrke},
title ={Explainable and Explorable Decision Support},
booktitle ={Proceedings of the 27th International Conference on Conceptual Structures (ICCS 2022)},
year ={2022},
url = {https://link.springer.com/chapter/10.1007/978-3-031-16663-1_8},
doi = {https://dx.doi.org/10.1007/978-3-031-16663-1_8}
}

@INPROCEEDINGS{BeKuBrMo22,
author ={Magnus Bender and Felix Kuhr and Tanya Braun and Ralf M\"oller},
title ={Estimating Context-Specific Subjective Content Descriptions using BERT},
booktitle ={16th {IEEE} International Conference on Semantic Computing, ({ICSC} 2022), Virtual, January 26-28},
year ={2022},
pages = {171-172},
publisher = {{IEEE}},
doi ={https://doi.org/10.1109/ICSC52841.2022.00034},
keywords ={Subjective Content Descriptions; Text Mining; BERT; Transformer},
}

@inproceedings{Stender2022, 
author={Mareike Stender and Mattis Hartwig and Tanya Braun and Ralf Möller},
title={{Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model}}, 
booktitle={The 35. International FLAIRS Conference Proceedings},  
year={2022}, 
month={May},
pages={},
publisher={},
url={https://journals.flvc.org/FLAIRS/article/view/130682}
}

@book{BraGeHaHe21, 
  author = {Tanya Braun and Marcel Gehrke and Tom Hanika and Nathalie Hernandez (Eds.)},
  title = {ICCS-21 Proceedings of the 26th International Conference on Conceptual Structures},
  year = {2021},
  publisher = {Springer},
  doi = {https://doi.org/10.1007/978-3-030-86982-3}
}

@inproceedings{BraFiLaMo21,
  author = {Tanya Braun and Stefan Fischer and Florian Lau and Ralf M\"oller}, 
  title = {{Lifting DecPOMDPs for Nanoscale Systems --- A Work in Progress}}, 
  booktitle = {10th International Workshop on Statistical Relational AI at the 1st International Joint Conference on Learning and Reasoning}, 
  year = {2021},
  url = {https://arxiv.org/abs/2110.09152}
}

@inproceedings{BenBrGeKuScMo21b,
author={Magnus Bender and Tanya Braun and Marcel Gehrke and Felix Kuhr and Ralf M\"oller and Simon Schiff},
title={{Identifying Subjective Content Descriptions Among Texts}},
booktitle = {15th {IEEE} International Conference on Semantic Computing, (ICSC 2021), Laguna Hills, CA, USA, January 27-29},
year={2021},
pages= {9--16},
publisher = {IEEE},
doi  = {https://doi.org/10.1109/ICSC50631.2021.00008},
keywords={Subjective Content Descriptions; Text Mining}
}

@article{BenBrGeKuScMo21b,
author={Magnus Bender and Tanya Braun and Marcel Gehrke and Felix Kuhr and Ralf M\"oller and Simon Schiff},
title={Identifying and Translating Subjective Content Descriptions Among Texts},
journal = {International Journal of Semantic Computing},
volume= {15},
number={4},
pages= {461--485},
year={2021},
doi  = {https://dx.doi.org/10.1142/S1793351X21400122}
}

@inproceedings{StenderGBMR21,
  author    = {Mareike Stender and Jan Graßhoff and Tanya Braun and Ralf Möller and Philipp Rostalski},
  title     = {{A Hybrid Factor Graph Model for Biomedical Activity Detection}},
  booktitle = {IEEE EMBS - International Conference on Biomedical and Health Informatics (BHI 2021), Athens, Greece, July 27-30, 2021},
  year      = {2021},
  pages     = {1--4},
  publisher = {IEEE},
  doi       = {https://doi.org/10.1109/BHI50953.2021.9508594}
}

@inproceedings{HarBrMo21,
  author = {Mattis Hartwig and Tanya Braun and Ralf M\"oller}, 
  title = {{Handling Overlaps When Lifting Gaussian Bayesian Networks}}, 
  booktitle = {Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)},
  address = {Montreal, Kanada}, 
  year = {2021},
  date = {19.-27.08.2021},
  pages = {4228--4234},
  publisher = {IJCAI Organization},
  DOI = {https://doi.org/10.24963/ijcai.2021/581},
  ISBN = {978-0-9992411-9-6 (online)}
}

@INPROCEEDINGS{KuhBeBrMo20a,
author ={Felix Kuhr and Magnus Bender and Tanya Braun and Ralf M\"oller},
title ={Context-specific Adaptation of Subjective Content Descriptions},
booktitle ={15th {IEEE} International Conference on Semantic Computing, (ICSC} 2021), Laguna Hills, CA, USA, January 27-29},
year ={2021},
pages = {134--139},
publisher = {{IEEE}},
doi ={https://doi.org/10.1109/ICSC50631.2021.00032},
keywords ={Subjective Content Descriptions; Domain Adaptation; Text Mining},
}

@misc{KuhBr21,
    author = {Felix Kuhr and Tanya Braun},
    title = {Context-aware Document Annotation},
    booktitle={Humanities-Centred AI (CHAI), Workshop at 44th German Conference on Artificial Intelligence},
    year = {2021},
    type = {extended abstract},
    pubstate = {unpublished},
    location = {Berlin}
}

@inproceedings{MarBrMo21,
  author = {Florian Andreas Marwitz and Tanya Braun and Ralf M\"oller}, 
  title = {{A First Step Towards Even More Sparse Encodings of Probability Distributions}}, 
  booktitle = {ILP-21 Proceedings of the 30th International Conference on Inductive Logic Programming}, 
  year = {2021},
  doi = {https://doi.org/10.1007/978-3-030-97454-1_13}
}

@INPROCEEDINGS{KuhLiBrMo21,
author={Felix Kuhr and Matthis Lichtenberger and Tanya Braun and Ralf M\"oller},
title={{Enhancing Relational Topic Models with Named Entity Induced Links}},
booktitle={Proceedings of 15th IEEE International Conference on Semantic Computing (ICSC 2021), Laguna Hills, CA, USA, January 27-29},
year={2021},
pages={314--317},
publisher = {{IEEE}},
doi={https://doi.org/10.1109/ICSC50631.2021.00059},
keywords={Subjective Content Descriptions; Relational Topic Model; Text Mining}
}