collaborators

1 paper

stat.ML2026

Coupling-Informed Transport Maps for Bayesian Filtering in Nonlinear Dynamical Systems

Dengfei Zeng, Lijian Jiang, Shuyu Sun +1

A likelihood-free transport filtering method is proposed based on the couplings between state and observation variables. By exploiting a block-triangular structure in the transport…