Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression

Akash Srivastava, Seungwook Han, Kai Xu +2

Functions of the ratio of the densities $p/q$ are widely used in machine learning to quantify the discrepancy between the two distributions $p$ and $q$. For high-dimensional distri…