Quantum Annealing for Variational Bayes Inference
Issei SatoKenichi KuriharaShu TanakaHiroshi NakagawaSeiji MiyashitaPublished in: CoRR (2009)
Keyphrases
- variational bayes
- bayesian inference
- latent variables
- hyperparameters
- gaussian mixture model
- latent dirichlet allocation
- bayesian learning
- free energy
- posterior distribution
- simulated annealing
- expectation propagation
- exponential family
- topic models
- log likelihood
- closed form
- generative model
- model selection
- expectation maximization
- upper bound
- markov chain monte carlo
- machine learning
- sample size
- bayesian networks
- support vector
- prior knowledge
- hidden variables
- gaussian process
- probabilistic model