Direct Learning with Guarantees of the Difference DAG Between Structural Equation Models

Asish Ghoshal, Kevin Bello, Jean Honorio

Discovering cause-effect relationships between variables from observational data is a fundamental challenge in many scientific disciplines. However, in many situations it is desira…