Causal learning without DAGs

David Duvenaud, Daniel Eaton, Kevin P. Murphy, Mark Schmidt

Abstract: Causal learning methods are often evaluated in terms of their ability to discover a true underlying directed acyclic graph (DAG) structure. However, in general the true structure is unknown and may...