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Link prediction with hyperbolic geometry
Maksim Kitsak (Northeastern University, Delft University of Technology), Ivan Voitalov (Northeastern University), Dmitri Krioukov (Northeastern University)
Physical Review Research
DOI: 10.1103/physrevresearch.2.043113 (Physics and Astronomy)
License: CC BY
Abstract: The paper finds that the accuracy of link prediction in networks using latent hyperbolic geometry depends on how accurately coordinates of nodes in this geometry are inferred, and develops a hyperbolic coordinate inference method for network embedding.
Published on 21 Oct. 2020