A non-autonomous center-stable set theorem for saddle avoidance in optimization

Andreea-Alexandra Muşat, Nicolas Boumal

Optimization algorithms are unlikely to converge to strict saddle points. Proofs to that effect rely on the Center-Stable Manifold Theorem (CSMT), casting algorithms as dynamical s…