Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation From Undersampled Data

Dejiao Zhang, Laura Balzano

Subspace learning and matrix factorization problems have great many applications in science and engineering, and efficient algorithms are critical as dataset sizes continue to grow…