A Unified Approach to Aitchison’s, Dually Affine, and Transport Geometries of the Probability Simplex

A critical processing step for AI algorithms is mapping the raw data to a landscape where the similarity of two data points is conveniently defined. Frequently, when the data points are compositions of probability functions, the similarity is reduced to affine geometric concepts; the basic notion is...

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Bibliographic Details
Main Authors: Giovanni Pistone, Muhammad Shoaib
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Axioms
Subjects:
Online Access:https://www.mdpi.com/2075-1680/13/12/823
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