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can i use the three dimensions to encode a space-filling curve over a 1000-dimensional embedding?
by sdenton4 4y ago
can i use the three dimensions to encode a space-filling curve over a 1000-dimensional embedding?
- williamcotton 4y agoNot precisely, but if you had 50 documents in that 1000-dimensional embedding and you reduced the dimensions to three and still got at least the exact same nearest neighbor ordering then it would at least still function, right? I guess the problem is taking a new document (like a search term) in the higher dimensional embedding and reducing it to three dimensions for searching in that reduced space and expecting that to also maintain the same nearest neighbor ordering.