A Theoretical Case Study of Structured Variational Inference for Community Detection.
Mingzhang YinY. X. Rachel WangPurnamrita SarkarPublished in: AISTATS (2020)
Keyphrases
- community detection
- variational inference
- bayesian inference
- complex networks
- social networks
- probabilistic model
- gaussian process
- latent dirichlet allocation
- variational methods
- community structure
- topic models
- probabilistic graphical models
- network analysis
- posterior distribution
- mixture model
- closed form
- real world
- exponential family
- factor graphs
- link prediction
- latent variables
- graphical models
- support vector
- social network analysis
- generative model
- expectation maximization
- machine learning