Ashok Vardhan Makkuva

Optimal transport mapping via input convex neural networks

2019 · arXiv (Cornell University)

In this paper, we present a novel and principled approach to learn the optimal transport between two distributions, from samples. Guided by the optimal transport theory, we learn the optimal Kantorovich potential which induces the …