Learning the conditional law: signatures and conditional GANs in filtering and prediction of diffusion processes

Fabian Germ, Marc Sabate-Vidales

We consider the filtering and prediction problem for a diffusion process. The signal and observation are modeled by stochastic differential equations (SDEs) driven by correlated Wi…