On Statistical Optimality of Variational Bayes.
Debdeep PatiAnirban BhattacharyaYun YangPublished in: AISTATS (2018)
Keyphrases
- variational bayes
- latent variables
- bayesian inference
- free energy
- gaussian mixture model
- latent dirichlet allocation
- hyperparameters
- log likelihood
- posterior distribution
- bayesian learning
- exponential family
- information theoretic
- topic models
- optimal solution
- active learning
- model selection
- expectation maximization