We introduce a Generalized LU Factorization (GLU) for low-rank matrix approximation. We relate this to past approaches and extensively analyze its approximation properties. The established determin…
The goal of Jacobi preconditioning of a symmetric positive definite matrix by a diagonal matrix is to choose to minimize the condition number . In 1969, van der Sluis proved that choosing so that t…