Optimal Transport, Deep Learning, Computational Geometry, Probability Distributions, Convex Optimization.
Optimal Transportation We can resolve this issue by using optimal transportation. Optimal transportation theory tries to solve the following problem: we have two measurable spaces with probability distribution functions Probability Distribution Function We say a map T from X to Y measure preserving