Optimal Transport, Deep Learning, Computational Geometry, Probability Distributions, Convex Optimization.
expression is called the Monge problem. Via some mathematical manipulation, we can transfer Monge problem to Brenier problem (I’m hoping to give more maths details in this series!): Brenier Problem It can be shown that Brenier problem has a solution if we take quadratic cost function Brenier Cost