Faster Riemannian Newton-type Optimization by Subsampling and Cubic Regularization

Yian Deng, Tingting Mu

This work is on constrained large-scale non-convex optimization where the constraint set implies a manifold structure. Solving such problems is important in a multitude of fundamen…