Knothe--Rosenblatt filter

New generative filters outperform traditional methods in nonlinear filtering tasks

Researchers have developed a unified formulation and empirical comparison for generative models applied to nonlinear filtering problems. This approach uses a transport of the forecast distribution to the posterior, with…