Recursive Entropic Variational Inference for Nonlinear State-Space Models

Hany Abdulsamad, Ángel F. García-Fernández, Simo Särkkä

We present a class of algorithms for state estimation in nonlinear, non-Gaussian state-space models. Our approach is based on a variational Lagrangian formulation that casts Bayesi…