Accelerated stochastic approximation with state-dependent noise

Sasila Ilandarideva, Anatoli Juditsky, Guanghui Lan +1

We consider a class of stochastic smooth convex optimization problems under rather general assumptions on the noise in the stochastic gradient observation. As opposed to the classi…