Yizhe Ding

Stability and Oracle Inequalities for Optimal Transport Maps between General Distributions

Optimal transport (OT) provides a powerful framework for comparing and transforming probability distributions, with wide applications in generative modeling, AI4Science and statistical inference. However, existing estimation theory typically requires stringent smoothness conditions on the underlying…