Irena Girshovitz

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 invalid causal assumptions. We present the Artificial Intelligence (AI)-based Epidemiology Research A…Read more