Abstract: Spectral clustering algorithms rely on graphs where edges are defined based on the similarity between the vertices (data points). The effectiveness and fairness of spectral clustering depend ...

Abstract: With the advancements in technology and monitoring tools, we often encounter multivariate graph signals, which can be seen as the realizations of multivariate graph processes, and revealing ...

The study of cospectral graphs lies at the heart of spectral graph theory, a discipline that bridges the combinatorial world of graph structures with the algebraic realm of linear algebra. This field ...