Scalable Causal Structure Learning via Amortized Conditional Independence Testing

James Leiner, Brian Manzo, Aaditya Ramdas +1

Controlling false positives (Type I errors) through statistical hypothesis testing is a foundation of modern scientific data analysis. Existing causal structure discovery algorithm…