Tag: Graphical Models

All the articles with the tag "Graphical Models".

• Constraint-based causal discovery with tiered background knowledge and latent variables in single or overlapping datasets

  Published: 14 May, 2025 |  at  11:12 AM

  

  88.71 🤔

  This paper introduces tFCI and tIOD algorithms that leverage tiered background knowledge to enhance the efficiency and informativeness of constraint-based causal discovery in settings with latent variables and overlapping datasets, demonstrating theoretical gains under oracle conditions.