New Rules for Causal Identification with Background Knowledge

Tian-Zuo Wang, Lue Tao, Zhi-Hua Zhou

Identifying causal relations is crucial for a variety of downstream tasks. In additional to observational data, background knowledge (BK), which could be attained from human expert…