Discovering Potential Correlations via Hypercontractivity

Discovering Potential Correlations via Hypercontractivity

Discovering a correlation from one variable to another variable is of fundamental scientific and practical interest. While existing correlation measures are suitable for discovering average correlation, they fail to discover hidden or potential correlations. To bridge this gap, (i) we postulate a se...

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Bibliographic Details
Main Authors: Hyeji Kim, Weihao Gao, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
Format: Article
Language:English
Published: MDPI AG 2017-11-01
Series:Entropy
Subjects:
correlation analysis
potential correlation
information bottleneck
hypercontractivity
Online Access:https://www.mdpi.com/1099-4300/19/11/586

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