A Numerical Rosenblatt Method for Forced Variable Independence

arXiv:2509.25521v1 Announce Type: new
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.