Diverse Deep Matrix Factorization with Hypergraph Regularization for Multi-View Data Representation

Deep matrix factorization (DMF) has been demon-strated to be a powerful tool to take in the complex hierarchical information of multi-view data (MDR). However, existing multi-view DMF methods mainly explore the consistency of multi-view data, while neglecting the diversity among different views as w...

Full description

Saved in:
Bibliographic Details
Published in:IEEE/CAA journal of automatica sinica 2023-11, Vol.10 (11), p.2154-2167
Main Authors: Huang, Haonan, Zhou, Guoxu, Liang, Naiyao, Zhao, Qibin, Xie, Shengli
Format: Article
Language:English
Subjects:
Algorithms
Factorization
Graph theory
Graphs
Iterative methods
Multilayers
Optimization
Regularization
Representations
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!