Nonlinear filtering based on density approximation and deep BSDE prediction
arXiv:2508.10630v2 Announce Type: replace-cross
Abstract: A novel approximate Bayesian filter based on backward stochastic differential equations is introduced. It uses a nonlinear Feynman–Kac representation of the filtering problem and the approxima…