Learning Continuous-Time Dynamics by Stochastic Differential Networks

Yingru Liu, Yucheng Xing, Xuewen Yang +4

Learning continuous-time stochastic dynamics is a fundamental and essential problem in modeling sporadic time series, whose observations are irregular and sparse in both time and d…