George Hripcsak

Causal Discovery over Clusters of Variables in Markovian Systems

Causal discovery methods are powerful tools for uncovering the structure of relationships among variables, yet they face significant challenges in scalability and interpretability, especially in high-dimensional settings. In many domains, researchers are not only interested in causal links between i…