Operator Variational Inference.
Rajesh RanganathJaan AltosaarDustin TranDavid M. BleiPublished in: CoRR (2016)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic model
- probabilistic graphical models
- gaussian process
- posterior distribution
- mixture model
- closed form
- latent dirichlet allocation
- variational methods
- exponential family
- exact inference
- graphical models
- approximate inference
- markov networks
- prior information
- factor graphs
- hyperparameters
- pairwise
- first order logic
- parameter estimation
- generative model
- higher order