Variational Bayes with synthetic likelihood.
Victor M. H. OngDavid J. NottMinh-Ngoc TranScott A. SissonChristopher C. DrovandiPublished in: Stat. Comput. (2018)
Keyphrases
- variational bayes
- log likelihood
- bayesian inference
- latent variables
- hyperparameters
- maximum likelihood
- bayesian learning
- exponential family
- gaussian mixture model
- free energy
- latent dirichlet allocation
- posterior distribution
- closed form
- model selection
- em algorithm
- scoring function
- density estimation
- random sampling
- cross validation
- neural network
- hidden variables
- posterior probability
- bayesian framework
- maximum a posteriori
- statistical model
- higher order