cs.LG, stat.ML

One-Step Score-Based Density Ratio Estimation

arXiv:2604.10672v1 Announce Type: cross
Abstract: Density ratio estimation (DRE) is a useful tool for quantifying discrepancies between probability distributions, but existing approaches often involve a trade-off between estimation quality and computa…