Compressive Estimation of a Spatial Gaussian Process.
Mehrzad MalmircheginiPublished in: MILCOM (2013)
Keyphrases
- gaussian process
- gaussian processes
- regression model
- gaussian process regression
- hyperparameters
- latent variables
- gaussian process classification
- approximate inference
- model selection
- bayesian framework
- semi supervised
- marginal likelihood
- expectation propagation
- covariance function
- parameter estimation
- gaussian process models
- cross validation
- incremental learning
- dynamical model
- density estimation
- random variables
- probabilistic model
- machine learning
- sparse approximations
- bayesian networks