Tag: spectrum

Power Spectrum Signatures of Graphs arXiv:2503.09660v1 Announce Type: new Abstract: Point signatures based on the Laplacian operators on graphs, point clouds, and manifolds have become popular tools in machine learning for graphs, clustering, and shape analysis. In this work, we propose a novel point signature, the power spectrum signature, a measure on $mathbb{R}$ defined as…