Abstract: Inspired by the fact that normalized graph Laplacian is superior to the non-normalized one in spectral clustering, in this paper we develop a new symmetric matrix called normalized ...

Abstract: Normalized graph Laplacian has been widely used in many practical machine learning algorithms, e.g., spectral clustering and semisupervised learning. However, all of them use the Euclidean ...