Sparse inverse Cholesky factorization of dense kernel matrices by greedy conditional selection

Stephen Huan, Joseph Guinness, Matthias Katzfuss +2

Dense kernel matrices resulting from pairwise evaluations of a kernel function arise naturally in machine learning and statistics. Previous work in constructing sparse approximate…