Kernel embedded nonlinear observational mappings in the variational mapping particle filter

Manuel Pulido, Peter Jan vanLeeuwen, Derek J. Posselt

Recently, some works have suggested methods to combine variational probabilistic inference with Monte Carlo sampling. One promising approach is via local optimal transport. In this…