A logifold structure on measure space
Differential Geometry
2025-02-04 v3 Artificial Intelligence
Machine Learning
Probability
Abstract
In this paper,we develop a local-to-global and measure-theoretical approach to understand datasets. The idea is to take network models with restricted domains as local charts of datasets. We develop the mathematical foundations for these structures, and show in experiments how it can be used to find fuzzy domains and to improve accuracy in data classification problems.
Keywords
Cite
@article{arxiv.2405.05492,
title = {A logifold structure on measure space},
author = {Inkee Jung and Siu-Cheong Lau},
journal= {arXiv preprint arXiv:2405.05492},
year = {2025}
}
Comments
37 pages, 5 figures