Robust Unsupervised Multi-View Feature Learning With Dynamic Graph

Graph-based multi-view feature learning methods learn a low-dimensional embedding of the data by modeling the affinity correlations with a graph to reduce the dimension. However, the learned low-dimensional representation relies on a fixed graph that is potentially inaccurate and unreliable. Besides...

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Bibliographic Details
Main Authors: Yikun Li, Li Liu, Dan Shi, Hui Cui, Xu Lu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8727542/