An improved hyperbolic embedding algorithm.
Journal of Complex Networks(2018)
Abstract
Because hyperbolic space has properties that make it amenable to graph representations, there is significant interest in scalable hyperbolic-space embedding methods. These embeddings enable constant-time approximation of shortest-path distances, and so are significantly more efficient than full shortest-path computations. In this article, we improve on existing landmark-based hyperbolic embedding ...
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Key words
hyperbolic graph embedding,landmark embedding
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