Everything is Vecchia: Unifying low-rank and sparse inverse Cholesky approximations

Eagan Kaminetz, Robert J. Webber

The partial pivoted Cholesky approximation accurately represents matrices that are close to being low-rank. Meanwhile, the Vecchia approximation accurately represents matrices with…