A convergent scheme for the Bayesian filtering problem based on the Fokker--Planck equation and deep splitting

Kasper Bågmark, Adam Andersson, Stig Larsson +1

A numerical scheme for approximating the nonlinear filtering density is introduced and its convergence rate is established, theoretically under a parabolic Hörmander condition, and…