Second-Order Latent-Space Variational Bayes for Approximate Bayesian Inference.
JaeMo SungZoubin GhahramaniSung Yang BangPublished in: IEEE Signal Process. Lett. (2008)
Keyphrases
- variational bayes
- bayesian inference
- expectation propagation
- latent variables
- probabilistic model
- hyperparameters
- gaussian process
- prior information
- gaussian processes
- higher order
- topic models
- posterior distribution
- graphical models
- low dimensional
- prior knowledge
- markov random field
- markov chain monte carlo
- hidden variables
- bayesian learning
- free energy
- expectation maximization
- feature space