Showing 2025 · cs.LGShow all
2 papers · 2 filters
cs.LG2025
Clustering in hyperbolic balls
Vladimir Jaćimović, Aladin Crnkić
The idea of representations of the data in negatively curved manifolds recently attracted a lot of attention and gave a rise to the new research direction named {\it hyperbolic mac…
cs.LG2025
A group-theoretic framework for machine learning in hyperbolic spaces
Vladimir Jaćimović
Embedding the data in hyperbolic spaces can preserve complex relationships in very few dimensions, thus enabling compact models and improving efficiency of machine learning (ML) al…