Hierarchical Topological Ordering with Conditional Independence Test for Limited Time Series

Anpeng Wu, Haoxuan Li, Kun Kuang +2

Learning directed acyclic graphs (DAGs) to identify causal relations underlying observational data is crucial but also poses significant challenges. Recently, topology-based method…