A Restarted Large-Scale Spectral Clustering with Self-Guiding and Block Diagonal Representation

Yongyan Guo, Gang Wu

Spectral clustering is one of the most popular unsupervised machine learning methods. Constructing similarity matrix is crucial to this type of method. In most existing works, the…