Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection.
Anderson Y. ZhangHarrison H. ZhouPublished in: CoRR (2017)
Keyphrases
- community detection
- variational inference
- bayesian inference
- variational approximation
- posterior distribution
- topic models
- variational methods
- latent dirichlet allocation
- closed form
- probabilistic model
- probabilistic graphical models
- mixture model
- complex networks
- gaussian process
- network analysis
- social networks
- exact inference
- exponential family
- community structure
- graphical models
- approximate inference
- link prediction
- factor graphs
- markov networks
- latent variables
- hyperparameters
- prior information
- generative model
- probability distribution
- markov chain monte carlo
- em algorithm
- level set
- bayesian networks
- semi supervised learning
- co occurrence