Knowledge-Informed Local Causal Discovery of Optimal Adjustment Sets

Seong Woo Ahn, Alessandro Leite, José Lucas De Melo Costa +3

Local causal discovery is a scalable alternative to global structure learning. However, it can struggle to identify valid adjustment sets in data-scarce settings because of finite-…