Causal Discovery in Equal Variance Linear Gaussian DAGs via SURE-Tuned Ridge Regression

Sambit Mishra, Urbashi Mitra

Recovering the directed acyclic graph (DAG) of a structural equation model (SEM) from observational data is a central problem in causal discovery. The iterative gradient descent an…