Optimizing an Environmental Surveillance Network with Gaussian Process Entropy.
Viet Xuan TruongHiep Xuan HuynhMinh Ngoc LeAlexis DrogoulPublished in: KES-AMSTA (2013)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- bayesian framework
- model selection
- regression model
- hyperparameters
- latent variables
- marginal likelihood
- semi supervised
- gaussian process classification
- expectation propagation
- approximate inference
- em algorithm
- computer vision
- gaussian process models
- sparse approximations
- prior information
- bayesian networks
- covariance function
- data sets