Self-normalized Cramér-type Moderate Deviation of Stochastic Gradient Langevin Dynamics

Hongsheng Dai, Xiequan Fan, Jianya Lu

In this paper, we study the self-normalized Cramér-type moderate deviation of the empirical measure of the stochastic gradient Langevin dynamics (SGLD). Consequently, we also deri…