Markov Equivalence and Consistency in Differentiable Structure Learning

Chang Deng, Kevin Bello, Pradeep Ravikumar +1

Existing approaches to differentiable structure learning of directed acyclic graphs (DAGs) rely on strong identifiability assumptions in order to guarantee that global minimizers o…