Kernel Trace Distance: Quantum Statistical Metric between Measures through RKHS Density Operators

Arturo Castellanos, Anna Korba, Pavlo Mozharovskyi +1

Distances between probability distributions are a key component of many statistical machine learning tasks, from two-sample testing to generative modeling, among others. We introdu…