Bayesian inference for exponential random graph models.
Alberto CaimoNial FrielPublished in: Soc. Networks (2011)
Keyphrases
- bayesian inference
- random graph models
- social networks
- network structure
- micro level
- probabilistic model
- prior information
- hyperparameters
- bayesian model
- variational inference
- macro level
- gibbs sampler
- variational bayes
- web graph
- hierarchical bayesian
- particle filter
- expectation propagation
- statistical inference
- link prediction
- bayesian networks
- case study