Nathan White

Approximate Nearest Neighbor in Ultra-High Dimensional $\ell_\infty$

One may preserve all pairwise distances of an $n$ point dataset up to a factor of $O(c)$ by computing distances on only $n^{1+1/c}$ coordinates by computing distances on only $n^{1+1/c}$ coordinates.