Computing Fr\'echet on Unknown Submanifolds of Riemannian Manifolds

Empirical averages are fundamental statistical primitives. On nonlinear spaces, their generalization, the Fr\'echet mean, generally lacks a closed-form solution, and its computation requires solving an optimization problem.