Si-Liang Zhang

DAG-CLIP: A DAG Learning Framework in the Presence of Latent Variables

Learning directed acyclic graphs (DAGs) to uncover causal mechanisms has attracted substantial attention in machine learning. While most existing methods focus exclusively on observed variables, many variables of substantive interest are latent constructs defined by statistical measurement models. Such constructs are p...