Asymptotics of Bayesian Inference for a Class of Probabilistic Models under Misspecification.
Nozomi MiyaTota SukoGoki YasudaToshiyasu MatsushimaPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2014)
Keyphrases
- bayesian inference
- probabilistic model
- hidden variables
- graphical models
- variational inference
- bayesian model
- hyperparameters
- probabilistic modeling
- generative model
- mixture model
- statistical inference
- conditional random fields
- language model
- expectation maximization
- bayesian networks
- latent variables
- hierarchical bayesian
- markov networks
- gibbs sampler
- bayesian models
- variational bayes
- posterior probability
- conditional probabilities
- prior information
- sufficient conditions
- variational approximation
- random fields
- random variables
- information extraction
- search algorithm