Stress-Testing Causal Claims via Cardinality Repairs

Yarden Gabbay, Haoquan Guan, Shaull Almagor +3

Causal analyses derived from observational data underpin high-stakes decisions in domains such as healthcare, public policy, and economics. Yet such conclusions can be surprisingly…