Riemannian stochastic approximation algorithms

Mohammad Reza Karimi, Ya-Ping Hsieh, Panayotis Mertikopoulos +1

We examine a wide class of stochastic approximation algorithms for solving (stochastic) nonlinear problems on Riemannian manifolds. Such algorithms arise naturally in the study of…