Riemannian Optimization on Unknown Manifolds via Stochastic Proximal Refinement

Ruixiang Wu, Jiahao Ai, Tinko Sebastian Bartels +5

We study Riemannian optimization on an unknown manifold accessed only through feasible samples. The central challenge is to turn feasible samples into optimization steps, i.e., the…