Hao-Ran Zhan

Regularized spectral clustering in overlapping networks

A spectral clustering approach, termed Spectral Clustering for Mixed Membership, based on an ideal cone structure of the variant for the eigendecomposition of the regularized Laplacian matrix is proposed, which shows the asymptotic consistency of the algorithm under mild assumptions by providing error bounds for the in...