Robust spectral clustering with rank statistics

Joshua Cape, Xianshi Yu, Jonquil Z. Liao

This paper analyzes the statistical performance of a robust spectral clustering method for latent structure recovery in noisy data matrices. We consider eigenvector-based clusterin…