Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks
Mooij, Joris M., Kappen, Hilbert J.
–Neural Information Processing Systems
We introduce a computationally efficient method to estimate the validity of the BP method as a function of graph topology, the connectivity strength, frustration and network size.
Neural Information Processing Systems
Dec-31-2005