Variational inference for Monte Carlo objectives.
Andriy MnihDanilo Jimenez RezendePublished in: CoRR (2016)
Keyphrases
- monte carlo
- variational inference
- bayesian inference
- posterior distribution
- topic models
- mixture model
- probabilistic graphical models
- probabilistic model
- variational methods
- latent dirichlet allocation
- gaussian process
- particle filter
- markov chain
- closed form
- exponential family
- graphical models
- factor graphs
- monte carlo tree search
- exact inference
- generative model
- hyperparameters
- text mining
- approximate inference
- prior information
- temporal difference
- bayesian framework
- belief propagation
- maximum likelihood
- co occurrence