Quantum Annealing for Variational Bayes Inference.
Issei SatoKenichi KuriharaShu TanakaHiroshi NakagawaSeiji MiyashitaPublished in: UAI (2009)
Keyphrases
- variational bayes
- bayesian inference
- latent variables
- hyperparameters
- bayesian learning
- gaussian mixture model
- free energy
- posterior distribution
- expectation propagation
- latent dirichlet allocation
- log likelihood
- exponential family
- simulated annealing
- bayesian framework
- model selection
- text mining
- parameter estimation
- expectation maximization
- probabilistic model
- monte carlo
- closed form
- maximum likelihood
- hidden variables
- markov chain monte carlo
- higher order