Fractional Norms and Quasinorms Do Not Help to Overcome the Curse of Dimensionality

The curse of dimensionality causes the well-known and widely discussed problems for machine learning methods. There is a hypothesis that using the Manhattan distance and even fractional <inline-formula><math display="inline"><semantics><msub><mi>l</mi>&l...

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Bibliographic Details
Main Authors: Evgeny M. Mirkes, Jeza Allohibi, Alexander Gorban
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/22/10/1105