Integrating overlapping community discovery and role analysis: Bayesian probabilistic generative modeling and mean-field variational inference.
Gianni CostaRiccardo OrtalePublished in: Eng. Appl. Artif. Intell. (2020)
Keyphrases
- variational inference
- bayesian inference
- probabilistic model
- posterior distribution
- community discovery
- generative model
- variational approximation
- bayesian networks
- latent dirichlet allocation
- variational methods
- posterior probability
- closed form
- data analysis
- complex networks
- exact inference
- factor graphs
- semi supervised