Distribution of Gaussian Process Arc Lengths.
Justin BewsherAlessandra TosiMichael A. OsborneStephen J. RobertsPublished in: AISTATS (2017)
Keyphrases
- gaussian process
- conditional distribution
- gaussian processes
- model selection
- regression model
- gaussian process regression
- bayesian framework
- semi supervised
- approximate inference
- gaussian process classification
- hyperparameters
- dynamical model
- covariance function
- latent variables
- sparse approximations
- expectation propagation
- gaussian process models
- random variables
- closed form
- higher order
- probability distribution
- marginal likelihood
- data streams
- decision trees