Optimization-Free Topological Sort for Causal Discovery via the Schur Complement of Score Jacobians
arXiv:2604.25295v1 Announce Type: new
Abstract: Continuous causal discovery typically couples representation learning with structural optimization via non-convex acyclicity penalties, which subjects solvers to local optima and restricts scalability in…