Guided filtering and smoothing for infinite-dimensional diffusions

Thorben Pieper-Sethmacher, Daniele Avitabile, Frank van der Meulen

We consider the filtering and smoothing problems for an infinite-dimensional diffusion process X, observed through a finite-dimensional representation at discrete points in time. A…