Probabilistic surrogate modeling by Gaussian process: A new estimation algorithm for more robust prediction.
Amandine MarrelBertrand IoossPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- gaussian process
- estimation algorithm
- gaussian process models
- gaussian processes
- computationally efficient
- regression model
- gaussian process regression
- model selection
- bayesian framework
- approximate inference
- hyperparameters
- latent variables
- bayesian networks
- maximum likelihood
- generative model
- semi supervised
- probabilistic model
- expectation propagation
- expectation maximization
- training set