A Numerical Rosenblatt Method for Forced Variable Independence

Radek Vavřička, Tomáš Sýkora

公開日: 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.