Variational Inference for Monte Carlo Objectives.
Andriy MnihDanilo Jimenez RezendePublished in: ICML (2016)
Keyphrases
- monte carlo
- variational inference
- bayesian inference
- topic models
- posterior distribution
- gaussian process
- particle filter
- latent dirichlet allocation
- variational methods
- probabilistic graphical models
- mixture model
- probabilistic model
- closed form
- markov chain
- factor graphs
- exponential family
- exact inference
- monte carlo tree search
- hyperparameters
- graphical models
- latent variables
- temporal difference
- prior information
- bayesian framework
- belief propagation
- generative model
- model selection
- bayesian networks