Generalized Leverage Scores: Geometric Interpretation and Applications

Bruno Ordozgoiti, Antonis Matakos, Aristides Gionis

Abstract: In problems involving matrix computations, the concept of leverage has found a large number of applications. In particular, leverage scores, which relate the columns of a matrix to the subspaces sp...