The Information Geometry of UMAP

09/03/2023
by   Alexander Kolpakov, et al.
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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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