1 citations · 2 across the 4 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
math.ST2023★ 1 cited
Uniform Confidence Band for Optimal Transport Map on One-Dimensional Data
Donlapark Ponnoprat, Ryo Okano, Masaaki Imaizumi
We develop a statistical inference method for an optimal transport map between distributions on real numbers with uniform confidence bands. The concept of optimal transport (OT) is…
stat.ME2023
Distribution-on-Distribution Regression with Wasserstein Metric: Multivariate Gaussian Case
Ryo Okano, Masaaki Imaizumi
Distribution data refers to a data set where each sample is represented as a probability distribution, a subject area receiving burgeoning interest in the field of statistics. Alth…