Gaussian filtering and variational approximations for Bayesian smoothing in continuous-discrete stochastic dynamic systems
Comparison of Gaussian filtering based and variational Gaussian smoothers for SDEs. Sigma-point approximations of the variational Gaussian smoother. Extension of variational Gaussian smoother to singular systems. Variational Gaussian smoother improves results in highly nonlinear systems.
bayesian smoothing gaussian approximation variational inference