Data representation with optimal transport
Optimization and Control
2024-06-25 v1
Abstract
Optimal transport has been used to define bijective nonlinear transforms and different transport-related metrics for discriminating data and signals. Here we briefly describe the advances in this topic with the main applications and properties in each case.
Keywords
Cite
@article{arxiv.2406.15503,
title = {Data representation with optimal transport},
author = {Rocío Díaz Martín and Ivan V. Medri and Gustavo Kunde Rohde},
journal= {arXiv preprint arXiv:2406.15503},
year = {2024}
}