On the second derivative of a Gaussian process envelope.
Ali AbdiPublished in: IEEE Trans. Inf. Theory (2002)
Keyphrases
- gaussian process
- gaussian processes
- regression model
- approximate inference
- gaussian process regression
- bayesian framework
- gaussian process classification
- latent variables
- dynamical model
- hyperparameters
- model selection
- semi supervised
- covariance function
- expectation propagation
- closed form
- gaussian process models
- marginal likelihood
- fully bayesian
- multiscale
- sample size
- markov random field
- supervised learning
- lower bound