Gaussian process metamodeling of functional-input code for coastal flood hazard assessment.
José BetancourtFrançois BachocThierry KleinDéborah IdierRodrigo PedrerosJérémy RohmerPublished in: Reliab. Eng. Syst. Saf. (2020)
Keyphrases
- gaussian process
- gaussian processes
- regression model
- bayesian framework
- gaussian process regression
- model selection
- approximate inference
- risk assessment
- hyperparameters
- gaussian process classification
- latent variables
- semi supervised
- covariance function
- dynamical model
- expectation propagation
- cross validation
- input data
- sparse approximations
- machine learning
- data sets
- sample size