A Statistical Model for Dynamic Networks with Neural Variational Inference.
Shubham GuptaRui M. CastroAmbedkar DukkipatiPublished in: CoRR (2019)
Keyphrases
- statistical model
- dynamic networks
- variational inference
- bayesian inference
- statistical models
- exponential family
- topic models
- posterior distribution
- probabilistic model
- latent dirichlet allocation
- variational methods
- gaussian process
- mixture model
- network structure
- network analysis
- dynamic behavior
- closed form
- hyperparameters
- approximate inference
- information retrieval
- data mining
- generative model
- em algorithm
- expectation maximization
- bayesian framework
- latent variables
- prior information
- parameter estimation
- maximum likelihood
- graphical models
- text mining