Data-Driven Approximation of Stationary Nonlinear Filters with Optimal Transport Maps

Mohammad Al-Jarrah, Bamdad Hosseini, Amirhossein Taghvaei

The nonlinear filtering problem is concerned with finding the conditional probability distribution (posterior) of the state of a stochastic dynamical system, given a history of par…