Density Ratio Estimation with Stein Displacement Fields
The paper estimates density ratios between two distributions by using a displacement field to model distribution shifts. It achieves this through a single convex optimization problem based on Stein's method, providing both statistical and dynamical descriptions of how one distribution moves towards another.