cs.NA, math.NA, math.PR, stat.CO, stat.ML

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

arXiv:2409.14585v3 Announce Type: replace-cross
Abstract: A numerical scheme for approximating the nonlinear filtering density is introduced and its convergence rate is established, theoretically under a parabolic H\”{o}rmander condition, and empirica…