Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression.
Mohammad Emtiyaz KhanShakir MohamedKevin P. MurphyPublished in: NIPS (2012)
Keyphrases
- gaussian process regression
- bayesian inference
- hyperparameters
- gaussian process
- gaussian processes
- probabilistic model
- prior information
- bayesian model
- variational inference
- hierarchical bayesian
- variational bayes
- covariance function
- posterior distribution
- approximate inference
- bayesian methods
- bayesian framework
- random variables
- model selection
- particle filter
- expectation propagation
- text mining