General Divergence Regularized Optimal Transport: Sample Complexity and Central Limit Theorems

Jiaping Yang, Yunxin Zhang

We study empirical divergence-regularized optimal transport on arbitrary Polish spaces. For bounded continuous costs and dual-regular conjugates $\psi \in C^1(\mathbb{R})$, we establish…