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cs.DB2025
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…
cs.DB2025
Analyzing Deviations from Monotonic Trends through Database Repair
Shunit Agmon, Jonathan Gal, Amir Gilad +4
Datasets often exhibit violations of expected monotonic trends - for example, higher education level correlating with higher average salary, newer homes being more expensive, or di…