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arXiv · 2309.01237

The Information Geometry of UMAP

Alexander Kolpakov·Aidan Rocke
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Abstract

In this note we highlight some connections of UMAP to the basic principles of Information Geometry. Originally, UMAP was derived from Category Theory observations. However, we posit that it also has a natural geometric interpretation.

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Alexander Kolpakov, Aidan Rocke. 2023-09-03. The Information Geometry of UMAP. https://arxiv.org/abs/2309.01237

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