Consistent sampling is a technique for specifying, in small space, a subset S of a potentially large universe U such that the elements in S satisfy a suitably chosen sampling condition. Given a subset I ⊆ U it should be possible to quickly compute I ∩ S, i.e., the elements in I satisfying the sampling condition. Consistent sampling has important applications in similarity estimation, and estima...
