Network Maximal Correlation

© 2017 IEEE. We introduce Network Maximal Correlation (NMC) as a multivariate measure of nonlinear association among random variables. NMC is defined via an optimization that infers transformations of variables by maximizing aggregate inner products between transformed variables. For finite discrete...

Full description

Bibliographic Details
Main Authors: Feizi, Soheil, Makhdoumi, Ali, Duffy, Ken, Kellis, Manolis, Medard, Muriel
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2021
Online Access:https://hdl.handle.net/1721.1/135743