Global Graph Curvature

DOI10.1007/978-3-030-48478-1_2OpenAlexW2997724755MaRDI QIDQ5041773

Pim Van der Hoorn, Liudmila Prokhorenkova, Egor Samosvat

Publication date: 14 October 2022

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-48478-1_2

zbMATH Keywords

curvaturegraph embeddingnon-Euclidean spaces

Mathematics Subject Classification ID

Graph theory (including graph drawing) in computer science (68R10) Computer graphics; computational geometry (digital and algorithmic aspects) (68U05) Planar graphs; geometric and topological aspects of graph theory (05C10)

Uses Software

• word2vec
• node2vec
• SphereFace
• DeepWalk

Cites Work

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• Ricci curvature of Markov chains on metric spaces
• Bochner's method for cell complexes and combinatorial Ricci curvature
• Ollivier's Ricci curvature, local clustering and curvature-dimension inequalities on graphs
• Low Distortion Delaunay Embedding of Trees in Hyperbolic Plane
• Forman curvature for complex networks
• Coarse geometry of evolving networks
• Geometry and Physics

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