Denoising and Completion of Structured Low-Rank Matrices via Iteratively Reweighted Least Squares

Christian Kümmerle, Claudio Mayrink Verdun

We propose a new Iteratively Reweighted Least Squares (IRLS) algorithm for the problem of completing or denoising low-rank matrices that are structured, e.g., that possess a Hankel…