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

High-dimensional Bayesian filtering through deep density approximation

arXiv:2511.07261v2 Announce Type: replace-cross
Abstract: In this work, we systematically benchmark two recently developed deep density methods for nonlinear filtering. We model the filtering density of a discretely observed stochastic differential eq…