Expanded Alternating Optimization of Nonconvex Functions with Applications to Matrix Factorization and Penalized Regression

W. James Murdoch, Mu Zhu

We propose a general technique for improving alternating optimization (AO) of nonconvex functions. Starting from the solution given by AO, we conduct another sequence of searches o…