Asymptotic Behavior of the Likelihood Function of Covariance Matrices of Spatial Gaussian Processes.
Ralf ZimmermannPublished in: J. Appl. Math. (2010)
Keyphrases
- gaussian processes
- covariance matrices
- gaussian process
- maximum likelihood
- covariance function
- hyperparameters
- covariance matrix
- gaussian process regression
- gaussian distribution
- distance measure
- em algorithm
- model selection
- gaussian mixture model
- vector space
- regression model
- bayesian framework
- support vector machine
- semi supervised
- feature vectors
- latent variables
- mixture model
- image processing
- expectation maximization
- maximum a posteriori
- incomplete data
- super resolution
- principal component analysis
- knn
- probabilistic model
- pairwise
- image segmentation