2 papers
cs.LG2026
Automated Synthesis and Adversarial Validation of Executable Causal Research Pipelines
Irena Girshovitz, Dan Zeltzer, Ran Gilad-Bachrach
While automated research systems promise to accelerate empirical analysis, they are prone to silent failures: instances in which analysis code executes successfully yet relies on i…
econ.EM2025
Negative Control Falsification Tests for Instrumental Variable Designs
Oren Danieli, Daniel Nevo, Itai Walk +2
The validity of instrumental variable (IV) designs is typically tested using two types of falsification tests. We characterize these tests as conditional independence tests between…