Variational Gaussian approximation of the Kushner optimal filter

Marc Lambert, Silvère Bonnabel, Francis Bach

In estimation theory, the Kushner equation provides the evolution of the probability density of the state of a dynamical system given continuous-time observations. Building upon ou…