Variational Neural Stochastic Differential Equations with Change Points

Yousef El-Laham, Zhongchang Sun, Haibei Zhu +2

In this work, we explore modeling change points in time-series data using neural stochastic differential equations (neural SDEs). We propose a novel model formulation and training…