Unbiased Implicit Variational Inference.
Michalis K. TitsiasFrancisco J. R. RuizPublished in: CoRR (2018)
Keyphrases
- variational inference
- bayesian inference
- topic models
- variational methods
- probabilistic graphical models
- gaussian process
- posterior distribution
- mixture model
- probabilistic model
- latent dirichlet allocation
- closed form
- exact inference
- exponential family
- approximate inference
- graphical models
- factor graphs
- generative model
- hyperparameters
- bayesian framework
- image segmentation