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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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Detalles Bibliográficos
Autores principales: Bailey, James, Houle, Michael E., Ma, Xingjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9497584/
https://www.ncbi.nlm.nih.gov/pubmed/36141105
http://dx.doi.org/10.3390/e24091220

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