A Numerical Rosenblatt Method for Forced Variable Independence
Radek Vavřička, Tomáš Sýkora
Published: 2025/9/29
Abstract
A novel numerical technique is presented to transform one random variable within a system toward statistical quasi-independence from any other random variable in the system. The method's applicability is demonstrated through a particle physics example where a classifier is rendered quasi-independent from an observable quantity.