Optimizing NOTEARS Objectives via Topological Swaps

Chang Deng, Kevin Bello, Bryon Aragam +1

Recently, an intriguing class of non-convex optimization problems has emerged in the context of learning directed acyclic graphs (DAGs). These problems involve minimizing a given l…