2025
When Selection Meets Intervention: Additional Complexities in Causal Discovery
ICLR 2025oral
We address the common yet often-overlooked selection bias in interventional studies, where subjects are selectively enrolled into experiments. For instance, participants in a drug trial are usually patients of the relevant disease; A/B tests on mobile applications target existing users only, and gen…