Leave-one-out Singular Subspace Perturbation Analysis for Spectral Clustering

Anderson Y. Zhang, Harrison H. Zhou

The singular subspaces perturbation theory is of fundamental importance in probability and statistics. It has various applications across different fields. We consider two arbitrar…