Gaussian Processes to speed up MCMC with automatic exploratory-exploitation effect.
Alessio BenavoliJason WyseArthur J. WhitePublished in: CoRR (2021)
Keyphrases
- gaussian processes
- gaussian process
- dirichlet process
- gaussian process regression
- approximate inference
- preference learning
- hyperparameters
- covariance function
- bayesian methods
- bayesian inference
- human pose estimation
- multi task learning
- gaussian process models
- expectation propagation
- posterior distribution
- text classification
- probabilistic model
- training data