Bayesian inference of epidemics on networks via Belief Propagation.
Fabrizio AltarelliAlfredo BraunsteinLuca Dall'AstaAlejandro Lage-CastellanosRiccardo ZecchinaPublished in: CoRR (2013)
Keyphrases
- bayesian inference
- belief propagation
- markov networks
- graphical models
- probabilistic model
- message passing
- expectation propagation
- approximate inference
- markov random field
- graph cuts
- stereo matching
- hyperparameters
- probabilistic graphical models
- hidden variables
- prior information
- fixed point
- loopy belief propagation
- factor graphs
- pairwise
- random variables
- probabilistic inference
- exact inference
- gibbs sampler
- markov chain monte carlo
- particle filter
- dynamic programming
- free energy
- variational bayes
- prior knowledge
- structured prediction
- latent variables
- maximum a posteriori
- image retrieval