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Works (19)

Lifting Partially Observable Stochastic Games

2025 | Book chapter
DOI: 10.1007/978-3-031-76235-2_16
Contributors: Nazlı Nur Karabulut; Tanya Braun
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Crossref

DPM: Clustering Sensitive Data through Separation

2024-12-02 | Conference paper
DOI: 10.1145/3658644.3690271
Contributors: Johannes Liebenow; Yara Schütt; Tanya Braun; Marcel Gehrke; Florian Thaeter; Esfandiar Mohammadi
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Crossref

AI in Healthcare and the Public Sector

KI - Künstliche Intelligenz
2024-11 | Journal article
DOI: 10.1007/s13218-024-00852-x
Contributors: Tanya Braun; Ralf Möller
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Crossref

AI in Healthcare and the Public Sector: How to Face the Challenges of High-Risk Applications and What AI Research Can Get Out of It

KI - Künstliche Intelligenz
2024-11 | Journal article
DOI: 10.1007/s13218-024-00853-w
Contributors: Tanya Braun; Ralf Möller
Source: check_circle
Crossref

Lessons from Resource-Aware Machine Learning for Healthcare: An Interview with Katharina Morik

KI - Künstliche Intelligenz
2024-11 | Journal article
DOI: 10.1007/s13218-024-00839-8
Contributors: Tanya Braun; Ralf Möller
Source: check_circle
Crossref

Lifting in Support of Privacy-Preserving Probabilistic Inference

KI - Künstliche Intelligenz
2024-11 | Journal article
DOI: 10.1007/s13218-024-00851-y
Contributors: Marcel Gehrke; Johannes Liebenow; Esfandiar Mohammadi; Tanya Braun
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Crossref

Unsupervised Estimation of Subjective Content Descriptions in an Information System

International Journal of Semantic Computing
2024-03 | Journal article
DOI: 10.1142/S1793351X24410034
Contributors: Magnus Bender; Tanya Braun; Ralf Möller; Marcel Gehrke
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Crossref

LESS is More: LEan Computing for Selective Summaries

2023 | Book chapter
DOI: 10.1007/978-3-031-42608-7_1
Contributors: Magnus Bender; Tanya Braun; Ralf Möller; Marcel Gehrke
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Crossref

A First Step Towards Even More Sparse Encodings of Probability Distributions

2022 | Book chapter
DOI: 10.1007/978-3-030-97454-1_13
Contributors: Florian Andreas Marwitz; Tanya Braun; Ralf Möller
Source: check_circle
Crossref

A Glimpse into Statistical Relational AI: The Power of Indistinguishability

2022 | Book chapter
DOI: 10.1007/978-3-031-18843-5_1
Contributors: Tanya Braun
Source: check_circle
Crossref

Explainable and Explorable Decision Support

2022 | Book chapter
DOI: 10.1007/978-3-031-16663-1_8
Contributors: Tanya Braun; Marcel Gehrke
Source: check_circle
Crossref

Benchmarking Inference Algorithms for Probabilistic Relational Models

2020 | Book chapter
DOI: 10.1007/978-3-030-57855-8_15
Contributors: Tristan Potten; Tanya Braun
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Crossref

Restricting the Maximum Number of Actions for Decision Support Under Uncertainty

2020 | Book chapter
DOI: 10.1007/978-3-030-57855-8_11
Contributors: Marcel Gehrke; Tanya Braun; Simon Polovina
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Crossref

Efficient Multiple Query Answering in Switched Probabilistic Relational Models

2019 | Book chapter
DOI: 10.1007/978-3-030-35288-2_9
Contributors: Marcel Gehrke; Tanya Braun; Ralf Möller
Source: check_circle
Crossref

Exploring Unknown Universes in Probabilistic Relational Models

2019 | Book chapter
DOI: 10.1007/978-3-030-35288-2_8
Contributors: Tanya Braun; Ralf Möller
Source: check_circle
Crossref

Lifted Maximum Expected Utility

2019 | Book chapter
DOI: 10.1007/978-3-030-12738-1_10
Contributors: Marcel Gehrke; Tanya Braun; Ralf Möller; Alexander Waschkau; Christoph Strumann; Jost Steinhäuser
Source: check_circle
Crossref

Lifted Temporal Maximum Expected Utility

2019 | Book chapter
DOI: 10.1007/978-3-030-18305-9_33
Contributors: Marcel Gehrke; Tanya Braun; Ralf Möller
Source: check_circle
Crossref

Lifted Temporal Most Probable Explanation

2019 | Book chapter
DOI: 10.1007/978-3-030-23182-8_6
Contributors: Marcel Gehrke; Tanya Braun; Ralf Möller
Source: check_circle
Crossref

Uncertain Evidence for Probabilistic Relational Models

2019 | Book chapter
DOI: 10.1007/978-3-030-18305-9_7
Contributors: Marcel Gehrke; Tanya Braun; Ralf Möller
Source: check_circle
Crossref

Peer review (10 reviews for 3 publications/grants)

Review activity for Artificial intelligence. (2)
Review activity for KI. (7)
Review activity for Machine learning. (1)
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