Tree-structured Approximations by Expectation Propagation.
Thomas P. MinkaYuan (Alan) QiPublished in: NIPS (2003)
Keyphrases
- expectation propagation
- gaussian process
- bayesian inference
- approximate inference
- gaussian process classification
- density estimation
- variational bayes
- bayesian methods
- latent variables
- belief propagation
- graphical models
- gaussian mixture model
- dynamic bayesian networks
- probabilistic inference
- free energy
- parameter estimation
- hyperparameters
- posterior distribution
- prior information
- gaussian processes
- variational methods
- higher order
- machine learning
- bayesian framework
- regression model
- model selection
- dynamic programming
- bayesian networks