On the two-filter approximations of marginal smoothing distributions in general state space models

Thi Ngoc Minh Nguyen, Sylvain Le Corff, Eric Moulines

A prevalent problem in general state space models is the approximation of the smoothing distribution of a state conditional on the observations from the past, the present, and the…