Distance preserving model order reduction of graph-Laplacians and cluster analysis

Vladimir Druskin, Alexander V. Mamonov, Mikhail Zaslavsky

Graph-Laplacians and their spectral embeddings play an important role in multiple areas of machine learning. This paper is focused on graph-Laplacian dimension reduction for the sp…