Deep ZakaiJ: Structured Filtering for Jump-Diffusion Time Series Forecasting

Yan Leng, Thibaut Mastrolia, Hao Wang

Time series driven by unobserved latent states frequently exhibit abrupt jump discontinuities whose timing and magnitude cannot be predicted from observed history alone. Classical…