Search Results for author: Gabor Lippner

Found 2 papers, 1 papers with code

Ollivier-Ricci curvature convergence in random geometric graphs

no code implementations3 Aug 2020 Pim van der Hoorn, William J. Cunningham, Gabor Lippner, Carlo Trugenberger, Dmitri Krioukov

Even though there exist numerous nonequivalent definitions of graph curvature, none is known to converge in any limit to any traditional definition of curvature of a Riemannian manifold.

Probability Disordered Systems and Neural Networks Social and Information Networks General Relativity and Quantum Cosmology Physics and Society

Random Walks on Simplicial Complexes and the normalized Hodge Laplacian

1 code implementation13 Jul 2018 Michael T. Schaub, Austin R. Benson, Paul Horn, Gabor Lippner, Ali Jadbabaie

Simplicial complexes, a mathematical object common in topological data analysis, have emerged as a model for multi-nodal interactions that occur in several complex systems; for example, biological interactions occur between a set of molecules rather than just two, and communication systems can have group messages and not just person-to-person messages.

Social and Information Networks Discrete Mathematics Algebraic Topology Physics and Society

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