Hydra: A method for strain-minimizing hyperbolic embedding of network- and distance-based data

DOI10.48550/arXiv.1903.08977zbMath1473.90032arXiv1903.08977OpenAlexW3007671724WikidataQ126412247 ScholiaQ126412247MaRDI QIDQ145974

Martin Keller-Ressel, Stephanie Nargang, Stephanie Nargang, Martin Keller-Ressel

Publication date: 21 March 2019

Published in: Journal of Complex Networks (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1903.08977

zbMATH Keywords

hyperbolic geometrydimensionality reductionnetwork embeddinghyperbolic embedding

Mathematics Subject Classification ID

Hyperbolic and elliptic geometries (general) and generalizations (51M10) Algorithms in computer science (68Wxx) Deterministic network models in operations research (90B10)

Related Items (2)

The universal approximation property. Characterization, construction, representation, and existence ⋮ hydra

Uses Software

• R
• L-BFGS-B
• ARPACK
• igraphdata
• Rigel
• HyPy

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