Black-Box Variational Inference for Stochastic Differential Equations

Thomas Ryder, Andrew Golightly, A. Stephen McGough, Dennis Prangle

Abstract: Parameter inference for stochastic differential equations is challenging due to the presence of a latent diffusion process. Working with an Euler-Maruyama discretisation for the diffusion, we use v...