Bi-cross-validation of the SVD and the nonnegative matrix factorization

Art B. Owen, Patrick O. Perry

This article presents a form of bi-cross-validation (BCV) for choosing the rank in outer product models, especially the singular value decomposition (SVD) and the nonnegative matri…