# Data representation with optimal transport

arXiv: https://arxiv.org/abs/2406.15503 · HTML: https://mlsanity.com/paper/2406.15503/

## Key facts

- Cited by 3 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 19 Jun 2024.

## Built on by (most cited first, 3 of 3)

- [Expected Sliced Transport Plans](https://mlsanity.com/paper/2410.12176/) (2024)
- [Measuring the Data](https://mlsanity.com/paper/2504.02083/) (2025)
- [Generalizations of the Normalized Radon Cumulative Distribution Transform for Limited Data Recognition](https://mlsanity.com/paper/2512.08099/) (2025)

## Abstract (arXiv)

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.