On Riemannian Stochastic Approximation Schemes with Fixed Step-Size

Alain Durmus, Pablo Jiménez, Éric Moulines +1

This paper studies fixed step-size stochastic approximation (SA) schemes, including stochastic gradient schemes, in a Riemannian framework. It is motivated by several applications,…