Gaussian Processes for Bayesian hypothesis tests on regression functions.
Alessio BenavoliFrancesca MangiliPublished in: AISTATS (2015)
Keyphrases
- gaussian processes
- hypothesis tests
- gaussian process
- relevance vector machine
- gaussian process regression
- hypothesis testing
- model selection
- bayesian approaches
- covariance function
- bayesian methods
- hyperparameters
- sample size
- multi task
- hypothesis test
- gaussian process models
- regression model
- cross validation
- parameter estimation