Inadequacy of interval estimates corresponding to variational Bayesian approximations.
Bo WangD. M. TitteringtonPublished in: AISTATS (2005)
Keyphrases
- variational bayesian
- exponential family
- matrix factorization
- factor analysis
- variational inference
- expectation maximization
- closed form
- incomplete data
- dirichlet process
- variational methods
- bayesian methods
- bayesian inference
- bayesian model
- posterior distribution
- prior knowledge
- independent component analysis
- sample size
- mixture model
- generative model
- maximum likelihood
- probabilistic model