Tame Riemannian Stochastic Approximation

Johannes Aspman, Vyacheslav Kungurtsev, Reza Roohi Seraji

We study the properties of stochastic approximation applied to a tame nondifferentiable function subject to constraints defined by a Riemannian manifold. The objective landscape of…