Constant-Time Predictive Distributions for Gaussian Processes.
Geoff PleissJacob R. GardnerKilian Q. WeinbergerAndrew Gordon WilsonPublished in: CoRR (2018)
Keyphrases
- gaussian processes
- gaussian process models
- dirichlet process
- gaussian process
- gaussian process regression
- ordinal regression
- probability distribution
- covariance function
- multi task learning
- multitask learning
- human pose estimation
- preference learning
- hyperparameters
- multi task
- random variables
- relevance vector machine
- closed form
- machine learning
- prior knowledge
- bayesian framework
- sample size
- regression model