Multi-level Monte-Carlo Gradient Methods for Stochastic Optimization with Biased Oracles

Yifan Hu, Jie Wang, Xin Chen +1

We consider stochastic optimization when one only has access to biased stochastic oracles of the objective and the gradient, and obtaining stochastic gradients with low biases come…