Optimal transport natural gradient for statistical manifolds with continuous sample space

Yifan Chen, Wuchen Li

We study the Wasserstein natural gradient in parametric statistical models with continuous sample spaces. Our approach is to pull back the $L^2$-Wasserstein metric tensor in the pr…