Transforming Simulation to Data Without Pairing

Eli Gendreau-Distler, Luc Le Pottier, Haichen Wang

We explore a generative machine learning-based approach for estimating multi-dimensional probability density functions (PDFs) in a target sample using a statistically independent b…