Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict Complementarity

Ron Fisher, Dan Garber

Advances in Neural Information Processing Systems 35 (NeurIPS 2022) Main Conference Track

We consider optimization problems in which the goal is to find a $k$-dimensional subspace of $\mathbb{R}^n$, $k<