Bayesian nonparametric mixtures of Exponential Random Graph Models for ensembles of networks.
Sa RenXue WangPeng LiuJian ZhangPublished in: Soc. Networks (2023)
Keyphrases
- random graph models
- network structure
- bayesian nonparametric
- social networks
- mixture model
- micro level
- inverse reinforcement learning
- gaussian process
- complex networks
- variational inference
- social network analysis
- hierarchical dirichlet process
- expectation maximization
- generative model
- machine learning
- search engine
- web graph
- graph mining
- knowledge discovery
- probabilistic model
- hidden markov models