Eli5 hyperbolic space, and hyperbolic embedding a in machine learning

Question

I’m looking for an intuitive explanation of hyberbolic space, and how/if it can be used to embed inputs/features in machine learning and what (if any) benefits embedding in hyperbolic space would have over embedding in Euclidean space.

In: 1

Answer 1

I don’t know what this means but it feels like these two concepts are unrelated. What do you hope to gain from marrying these two conctept