New Instability Results for High Dimensional Nearest Neighbor Search

Chris Giannella

Consider a dataset of n(d) points generated independently from R^d according to a common p.d.f. f_d with support(f_d) = [0,1]^d and sup{f_d([0,1]^d)} growing sub-exponentially in d…