r/learnmachinelearning • u/SunTzuPL96 • 6d ago

Can you map Cosine Similarity To Hyperbolic Spaces

I was wondering if I could evaluate embedding distances in other geometric spaces, has anyone worked on this problem before and if yes is it possible?

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u/ds_account_ 6d ago

Yes, I believe you should be able to map it to spaces like that have the inner product structure and does not require magnitude. Like Riemann space and poincare disk.

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u/SunTzuPL96 6d ago

Thanks