Subproject SP2.3: Hybrid models: deep and probabilistic, graphical models interact mutually

Here you can find the core publications of the subproject

  • Midlagajni, N., & Rothkopf, C. (submitted). Learning particle dynamics subject to rigid body manipulations using graph neural networks. Learning on Graphs Conference 2025, submitted for review. https://arxiv.org/abs/2509.03446
  • Thomas, T., Straub, D., Tatai, F., Shene, M., Tosik, T., Kersting, K., & Rothkopf, C. A. (2024). Modelling dataset bias in machine-learned theories of economic decision-making. Nature Human Behavior 8, 679–691 (2024). https://doi.org/10.1038/s41562-023-01784-6

Here you can find a comprehensive list of WhiteBox publications