Coarse geometric kernels for networks embedding

Autor: Emil Saucan, Vladislav Barkanass, Jürgen Jost
Rok vydání: 2023
Předmět:
Zdroj: Information Geometry.
ISSN: 2511-249X
2511-2481
DOI: 10.1007/s41884-022-00095-5
Popis: We develop embedding kernels based on the Forman–Ricci curvature and intertwined Bochner–Laplacian and employ them for the detection of the coarse structure of networks, as well as for network visualization with applications to support-vector machines (SVMs).
Databáze: OpenAIRE