Nested expectation propagation for Gaussian process classification.
Jaakko RiihimäkiPasi JylänkiAki VehtariPublished in: J. Mach. Learn. Res. (2013)
Keyphrases
- gaussian process classification
- expectation propagation
- bayesian inference
- gaussian process
- density estimation
- approximate inference
- bayesian methods
- variational bayes
- prior information
- latent variables
- hyperparameters
- machine learning
- random variables
- graphical models
- dynamic bayesian networks
- gaussian processes
- probabilistic inference
- belief propagation
- posterior distribution
- distributed systems
- regression model