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Stochastic Relational AI in Healthcare

Publications

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  1. Malte Luttermann; Tanya Braun; Ralf Möller; Marcel Gehrke

    Colour Passing Revisited: Lifted Model Construction with Commutative Factors

    In: Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2024), February …

  2. Malte Luttermann; Mattis Hartwig; Tanya Braun; Ralf Möller; Marcel Gehrke

    Lifted Causal Inference in Relational Domains

    In: Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-24). Conference on Causal Learning and Reasoning (CLeaR-2024), April …

  3. Melle Mendikowski; Benjamin Schindler; Thomas Schmid; Ralf Möller; Mattis Hartwig (Hrsg.)

    Improved Techniques for Training Tabular GANs Using Cramer´s V Statistics

    Canadian Conference on Artificial Intelligence (AI-2023), located at The 36th Canadian Conference on Artificial Intelligence, June 5-9, Montreal, …

  4. Alex Winter; Mattis Hartwig; Toralf Kirsten

    Predicting Hospital Length of Stay of Patients Leaving the Emergency Department

    In: Federico Cabitza; Ana Fred; Hugo Gamboa (Hrsg.). Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and …

  5. Lifting Factor Graphs with Some Unknown Factors

    In: Zied Bouraoui; Said Jabbour; Srdjan Vesic (Hrsg.). Proceedings of the Seventeenth European Conference on Symbolic and Quantitative Approaches to …

  6. Creating Customers That Never Existed - Synthesis of E-commerce Data Using CTGAN

    In: ibai - publishing (Hrsg.). Machine Learning and Data Mining in Pattern Recognition. International Conference on Machine Learning and Data Mining …

  7. Achim Peters; Mattis Hartwig; Tobias Spiller

    Obesity and Type 2 Diabetes Mellitus Explained by the Free Energy Principle

    In: Vanessa Era (Hrsg.). Frontiers in Psychology, Vol. 13, Pages 1-11, Frontiers, 6/2022.

  8. Mareike Stender; Mattis Hartwig; Tanya Braun; Ralf Möller

    Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model

    In: Proceedings of FLAIRS-35. International FLAIRS Conference (FLAIRS-35), May 15-18, Florida, FL, USA, Page 6, Vol. 35 (2022), Florida Online …

  9. Mattis Hartwig; Anjali Bhat; Achim Peters

    How Stress Can Change Our Deepest Preferences: Stress Habituation Explained Using the Free Energy Principle

    In: Gerit Pfuhl (Hrsg.). Frontiers in Psychology, Vol. 13, Pages 1-14, Frontiers, 5/2022.

  10. Mattis Hartwig; Tanya Braun; Ralf Möller

    Handling Overlaps When Lifting Gaussian Bayesian Networks

    In: Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021). International Joint Conference on Artificial …