Convergence of a Belief Propagation Algorithm for Biological Networks

Figure 2

Two representations of the factor graph: bipartite graph (a) and cyclic graph (b). The factor graph contains a cycle. The connection of factor node to variable nodes and denotes the dependence of on and since is a function of and .

(a)

(b)