▶️ Blackholes & Hyperspheres

What are the relationships between #Blackholes / #Whiteholes / #Wormholes
and #Cones / #Spheres / #Hypercones / #Hyperspheres?

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[Comment: this is neat!]

We additionally show that on the encoder side, the conceptual dimensions generate Part-of-Speech (PoS) clusters.

On the decoder side, we show that a di-gram approach helps to reveal the PoS clusters of the next token. Our approach paves a way to elucidate the processing of information through the deep layers of an NLP Transformer.

#hyperspheres #semantics #SemanticHyperspheres #hyperspace #hyperbolic #HyperbolicEmbeddings #embeddings

Sobolev Spaces, Kernels and Discrepancies over Hyperspheres

Simon Hubbert, Emilio Porcu, Chris J. Oates, Mark Girolami

https://openreview.net/forum?id=82hRiAbnnm

#kernels #hyperspheres #kernel