Efficient Coreset Constructions via Sensitivity Sampling

Vladimir Braverman, Dan Feldman, Harry Lang, Adiel Statman, Samson Zhou

Abstract: A coreset for a set of points is a small subset of weighted points that approximately preserves important properties of the original set. Specifically, if $P$ is a set of points, $Q$ is a set of qu...