Markov chain Monte Carlo exact inference for social networks.
John W. McDonaldPeter W. F. SmithJonathan J. ForsterPublished in: Soc. Networks (2007)
Keyphrases
- markov chain monte carlo
- approximate inference
- exact inference
- graphical models
- variational approximation
- belief propagation
- probabilistic inference
- parameter estimation
- message passing
- gaussian process
- variational methods
- bayesian networks
- latent variables
- dynamic bayesian networks
- structured prediction
- conditional random fields
- markov chain
- belief networks
- probabilistic model
- bayesian inference
- posterior probability
- random variables
- posterior distribution
- em algorithm
- particle filter
- active learning