Operator Variational Inference.
Rajesh RanganathDustin TranJaan AltosaarDavid M. BleiPublished in: NIPS (2016)
Keyphrases
- variational inference
- bayesian inference
- probabilistic graphical models
- topic models
- probabilistic model
- mixture model
- variational methods
- gaussian process
- latent dirichlet allocation
- posterior distribution
- closed form
- exponential family
- approximate inference
- graphical models
- exact inference
- latent variables
- hyperparameters
- maximum likelihood
- parameter estimation
- pairwise
- generative model
- higher order
- factor graphs
- hidden markov models