Perturbative Black Box Variational Inference.
Robert BamlerCheng ZhangManfred OpperStephan MandtPublished in: NIPS (2017)
Keyphrases
- black box
- variational inference
- bayesian inference
- probabilistic graphical models
- posterior distribution
- topic models
- latent dirichlet allocation
- mixture model
- probabilistic model
- variational methods
- gaussian process
- closed form
- black boxes
- white box
- exponential family
- graphical models
- exact inference
- approximate inference
- generative model
- factor graphs
- latent variables
- probability distribution
- belief propagation
- bayesian framework
- hyperparameters
- maximum likelihood
- model selection
- markov networks
- text mining
- co occurrence
- density estimation
- maximum a posteriori
- databases
- test cases