A fast time-domain estimator of the bandwidth of a Gaussian process.
W. J. SzajnowskiPublished in: IEEE Signal Process. Lett. (1996)
Keyphrases
- gaussian process
- gaussian process regression
- gaussian processes
- bayesian framework
- regression model
- hyperparameters
- approximate inference
- model selection
- maximum a posteriori
- frequency domain
- semi supervised
- gaussian process classification
- maximum likelihood
- dynamical model
- covariance function
- latent variables
- sparse approximations
- least squares
- expectation propagation
- marginal likelihood
- gaussian process models
- bayesian networks
- closed form
- denoising
- probabilistic model