A Survey on Tensor Techniques and Applications in Machine Learning

A Survey on Tensor Techniques and Applications in Machine Learning

This survey gives a comprehensive overview of tensor techniques and applications in machine learning. Tensor represents higher order statistics. Nowadays, many applications based on machine learning algorithms require a large amount of structured high-dimensional input data. As the set of data incre...

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Bibliographic Details
Main Authors: Yuwang Ji, Qiang Wang, Xuan Li, Jie Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Machine learning
tensor decomposition
higher order statistics
data preprocessing
classification
Online Access:https://ieeexplore.ieee.org/document/8884203/

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