Black Box Variational Inference.
Rajesh RanganathSean GerrishDavid M. BleiPublished in: AISTATS (2014)
Keyphrases
- black box
- variational inference
- bayesian inference
- topic models
- variational methods
- gaussian process
- posterior distribution
- mixture model
- probabilistic graphical models
- latent dirichlet allocation
- probabilistic model
- closed form
- black boxes
- exact inference
- white box
- approximate inference
- graphical models
- exponential family
- test cases
- factor graphs
- bayesian framework
- prior information
- generative model
- hyperparameters
- markov networks
- bayesian networks
- latent variables
- expectation maximization
- text mining
- support vector
- feature selection