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

Xin Jin, Kit Chan, Riddhi Pratim Ghosh

We estimate optimal transport maps on an infinite-dimensional Hilbert space with a Gaussian reference measure, from noisy paired observations. A source draw is seen together with a…