Global Convergence of Iteratively Reweighted Least Squares for Robust Subspace Recovery

Gilad Lerman, Kang Li, Tyler Maunu +1

Robust subspace estimation is fundamental to many machine learning and data analysis tasks. Iteratively Reweighted Least Squares (IRLS) is an elegant and empirically effective appr…