Quantitative Weak Convergence for Discrete Stochastic Processes

Xiang Cheng, Peter L. Bartlett, Michael I. Jordan

In this paper, we quantitative convergence in $W_2$ for a family of Langevin-like stochastic processes that includes stochastic gradient descent and related gradient-based algorith…