Multi-Iteration Stochastic Optimizers

Andre Carlon, Luis Espath, Rafael Lopez +1

We introduce Multi-Iteration Stochastic Optimizers, a novel class of first-order stochastic methods that control the relative $L^2$ error using successive control variates along th…