Unsupervised Manifold Linearizing and Clustering

We consider the problem of simultaneously clustering and learning a linear representation of data lying close to a union of low-dimensional manifolds, a fundamental task in machine learning and computer vision. When the manifolds are assumed to be linear subspaces, this reduces to the classical prob...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Ding, Tianjiao, Tong, Shengbang, Chan, Kwan Ho Ryan, Dai, Xili, Ma, Yi, Haeffele, Benjamin D
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!