Unbiased Implicit Variational Inference.
Michalis K. TitsiasFrancisco J. R. RuizPublished in: AISTATS (2019)
Keyphrases
- variational inference
- bayesian inference
- topic models
- posterior distribution
- probabilistic graphical models
- latent dirichlet allocation
- probabilistic model
- gaussian process
- mixture model
- closed form
- variational methods
- exponential family
- factor graphs
- generative model
- exact inference
- hyperparameters
- information retrieval
- graphical models
- probability distribution
- data mining
- conditional random fields
- maximum likelihood
- language model
- markov networks
- higher order
- co occurrence
- pairwise