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The Information Geometry of UMAP

arXiv 2309.01237 ↗First posted 3 Sep 2023cs.CG cs.DM cs.ITcited by 1

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Abstract (arXiv)

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.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 3 Sep 2023.

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