Seyed Saman Saboksayr

CoLiDE: Concomitant Linear DAG Estimation

2023 · arXiv (Cornell University)

We deal with the combinatorial problem of learning directed acyclic graph (DAG) structure from observational data adhering to a linear structural equation model (SEM). Leveraging advances in differentiable, nonconvex characterizations of acyclicity, recent efforts have …