DAG Learning on the Permutahedron

Valentina Zantedeschi, Luca Franceschi, Jean Kaddour +2

We propose a continuous optimization framework for discovering a latent directed acyclic graph (DAG) from observational data. Our approach optimizes over the polytope of permutatio…