Not an informed/sota practitioner, but isn't this just a standard property of high dimensional spaces? https://en.wikipedia.org/wiki/Random_projection https://

Not an informed/sota practitioner, but isn't this just a standard property of high dimensional spaces? https://en.wikipedia.org/wiki/Random_projection https://en.wikipedia.org/wiki/Random_projection > The core idea behind random projection is given in the Johnson-Lindenstrauss lemma, which states that if points in a vector space are of sufficiently high dimension, then they may be projected into a suitable lower-dimensional space in a way which approximately preserves the distances between the points.