Computing Upper and Lower Bounds on Likelihoods in Intractable Networks
Jaakkola, Tommi S., Jordan, Michael I.
–arXiv.org Artificial Intelligence
These techniques become useful when the size of the network (or clique size) precludes exact computations. We illustrate the tightness of the bounds by numerical experiments.
arXiv.org Artificial Intelligence
Feb-13-2013