Sieve Estimation of Optimal Transport Maps from Paired Data in Gaussian Spaces

Xin Jin, Kit Chan, Riddhi Pratim Ghosh

We study the estimation of infinite-dimensional optimal transport maps from noisy paired observations. The population map pushes a Gaussian reference measure forward to a target pr…