Before revision: In this paper, we propose a novel stochastic gradient estimator---ProbAbilistic Gradient Estimator (PAGE) ---for nonconvex optimization.
After revision: In this paper, we propose a novel stochastic gradient estimator -- ProbAbilistic Gradient Estimator (PAGE) ---for nonconvex optimization.