Fast covariance parameter estimation of spatial Gaussian process models using neural networks.
Florian GerberDouglas W. NychkaPublished in: CoRR (2020)
Keyphrases
- parameter estimation
- gaussian process models
- maximum likelihood
- model selection
- least squares
- em algorithm
- markov random field
- parameter estimation algorithm
- gaussian process
- gaussian processes
- random fields
- parameter values
- expectation maximization
- structure learning
- maximum likelihood estimation
- covariance matrices
- cross validation
- maximum a posteriori
- generative model
- first order logic
- computer vision
- similarity measure
- parameter estimates
- clustering algorithm
- feature selection