Posterior distributions are computable from predictive distributions.
Cameron E. FreerDaniel M. RoyPublished in: AISTATS (2010)
Keyphrases
- posterior distribution
- probability distribution
- gaussian distribution
- kl divergence
- latent variables
- dirichlet process
- random variables
- parameter estimation
- bayesian framework
- posterior probability
- markov chain monte carlo
- variational inference
- maximum a posteriori
- maximum likelihood
- bayesian networks
- em algorithm
- expectation maximization
- hyperparameters
- markov chain monte carlo methods
- topic models
- graph cuts
- markov random field
- probabilistic model