Projected Gradient Descent Algorithm for Low-Rank Matrix Estimation

Teng Zhang, Xing Fan

Most existing methodologies of estimating low-rank matrices rely on Burer-Monteiro factorization, but these approaches can suffer from slow convergence, especially when dealing wit…