An Invitation to Higher-Order Riemannian Optimization: Optimal and Implementable Methods

David Huckleberry Gutman, George Lobo

This paper presents the first optimal-rate $p$-th order methods with $p\ge 1$ for finding first and second-order stationary points of non-convex smooth objective functions over Ri…