graph compression 1hyperbolic geometry 1lossless compression 1network embedding 1scale-free networks 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.SI2026
Hyperbolic embeddings for graph compression
Dorota Celinska-Kopczynska, Eryk Kopczynski
The paper presents a fast lossless graph compression method that leverages modern hyperbolic embedding techniques and demonstrates up to 42% improvement over existing methods on re…
math.NA2024
Numerical Aspects of Hyperbolic Geometry
Dorota Celinska-Kopczynska, Eryk Kopczynski
Hyperbolic geometry has recently found applications in social networks, machine learning and computational biology. With the increasing popularity, questions about the best represe…
gr-qc2024
Simulating, Visualizing and Playing with de Sitter and anti de Sitter spacetime
Eryk Kopczynski
In this paper we discuss computer simulations of de Sitter and anti de Sitter spacetimes, which are maximally symmetric, relativistic analogs of non-Euclidean geometries. We presen…