Recovering Linear Causal Models with Latent Variables via Cholesky Factorization of Covariance Matrix

Yunfeng Cai, Xu Li, Minging Sun +1

Discovering the causal relationship via recovering the directed acyclic graph (DAG) structure from the observed data is a well-known challenging combinatorial problem. When there a…