As typically in mean-field approximations, inference of Q(x) and Q(y) can't be done efficiently with this exact objective L, because of the nonlinear interdependence between x k and y k in the last term.
we introduce two approximations to L, one for use in inferring Q(x) given Q(y) (forward inference), and one for the reverse inference problem (backward inference).