Local Intrinsic Dimensionality, Entropy and Statistical Divergences

Local Intrinsic Dimensionality, Entropy and Statistical Divergences

Properties of data distributions can be assessed at both global and local scales. At a highly localized scale, a fundamental measure is the local intrinsic dimensionality (LID), which assesses growth rates of the cumulative distribution function within a restricted neighborhood and characterizes pro...

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Bibliographic Details
Main Authors: James Bailey, Michael E. Houle, Xingjun Ma
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Entropy
Subjects:
entropy
tail entropy
cumulative entropy
entropy power
intrinsic dimensionality
local intrinsic dimension
Online Access:https://www.mdpi.com/1099-4300/24/9/1220

Internet

https://www.mdpi.com/1099-4300/24/9/1220

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