The Fundamental Limits of Valid Transport Map Estimation

arXiv·low signal

A theoretical analysis of the statistical limits of estimating valid transport maps, which underpin diffusion models, normalizing flows, and flow matching. Primarily of interest to researchers working on generative-model foundations rather than day-to-day builders, hence low practical priority.