Maximal Correlation Regression

Maximal Correlation Regression

In this paper, we propose a novel regression analysis approach, called maximal correlation regression, by exploiting the ideas from the Hirschfeld-Gebelein-Rényi (HGR) maximal correlation. We show that in supervised learning problems, the optimal weights in maximal correlation regression...

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Bibliographic Details
Main Authors: Xiangxiang Xu, Shao-Lun Huang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Artificial neural networks
HGR maximal correlation
linear discriminant analysis
machine learning algorithms
regression analysis
softmax regression
Online Access:https://ieeexplore.ieee.org/document/8979352/

Internet

https://ieeexplore.ieee.org/document/8979352/

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