Multi-fidelity Gaussian process regression for prediction of random fields.
Lucia ParussiniDaniele VenturiParis PerdikarisGeorge E. KarniadakisPublished in: J. Comput. Phys. (2017)
Keyphrases
- random fields
- gaussian process regression
- markov random field
- non stationary
- maximum entropy
- gaussian processes
- gaussian process
- parameter estimation
- random field models
- conditional random fields
- covariance function
- random field model
- probabilistic model
- pairwise
- latent variables
- closed form
- graph cuts
- machine learning