18 citations · 18 across the 2 of their papers we have counts for
2 papers
math.PR2024
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 deriv…
nlin.SI2006★ 18 cited
Periodic wave solutions of nonlinear equations by Hirota's bilinear method
H. H. Dai, E. G. Fan X. G. Geng
In this paper, we use Hirota's bilinear method to directly construct periodic wave solutions of nonlinear equations. The asymptotic property of periodic wave solutions are analyzed…