Causal Graph Learning via Distributional Invariance of Cause-Effect Relationship

Nang Hung Nguyen, Phi Le Nguyen, Thao Nguyen Truong +2

This paper introduces a new framework for recovering causal graphs from observational data, leveraging the observation that the distribution of an effect, conditioned on its causes…