Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm

Pini Zilber, Boaz Nadler

Abstract: The inductive matrix completion (IMC) problem is to recover a low rank matrix from few observed entries while incorporating prior knowledge about its row and column subspaces. In this work, we make...