Asynchronous Stochastic Variational Inference.
Saad MohamadAbdelhamid BouchachiaMoamar Sayed MouchawehPublished in: CoRR (2018)
Keyphrases
- variational inference
- bayesian inference
- topic models
- posterior distribution
- probabilistic model
- latent dirichlet allocation
- probabilistic graphical models
- variational methods
- mixture model
- gaussian process
- closed form
- exact inference
- exponential family
- factor graphs
- generative model
- graphical models
- approximate inference
- hyperparameters
- text mining
- monte carlo
- natural language processing
- model selection
- conditional random fields
- hidden markov models