English

On the Local Ultrametricity of Finite Metric Data

Information Retrieval 2024-08-15 v1

Abstract

New local ultrametricity measures for finite metric data are proposed through the viewpoint that their Vietoris-Rips corners are samples from p-adic Mumford curves endowed with a Radon measure coming from a regular differential 1-form. This is experimentally applied to the iris dataset.

Keywords

Cite

@article{arxiv.2408.07174,
  title  = {On the Local Ultrametricity of Finite Metric Data},
  author = {Patrick Erik Bradley},
  journal= {arXiv preprint arXiv:2408.07174},
  year   = {2024}
}

Comments

12 pages, 3 figures, 3 tables