Monte Carlo co-ordinate ascent variational inference.
Lifeng YeAlexandros BeskosMaria De IorioJie HaoPublished in: Stat. Comput. (2020)
Keyphrases
- monte carlo
- variational inference
- bayesian inference
- topic models
- posterior distribution
- probabilistic graphical models
- latent dirichlet allocation
- probabilistic model
- mixture model
- gaussian process
- variational methods
- closed form
- particle filter
- markov chain
- approximate inference
- factor graphs
- exponential family
- graphical models
- probability distribution
- exact inference
- hyperparameters
- monte carlo tree search
- latent variables
- temporal difference
- bayesian framework
- co occurrence
- optic flow
- markov chain monte carlo
- maximum a posteriori
- generative model
- em algorithm
- text mining
- bayesian networks