Sharper Convergence Rates for Nonconvex Optimisation via Reduction Mappings

Evan Markou, Thalaiyasingam Ajanthan, Stephen Gould

Many high-dimensional optimisation problems exhibit rich geometric structures in their set of minimisers, often forming smooth manifolds due to over-parametrisation or symmetries.…