Gaussian Process Surrogate Models for Neural Networks.
Michael Y. LiErin GrantThomas L. GriffithsPublished in: UAI (2023)
Keyphrases
- gaussian process
- neural network
- gaussian processes
- regression model
- bayesian framework
- gaussian process regression
- latent variables
- model selection
- approximate inference
- semi supervised
- gaussian process classification
- genetic algorithm
- dynamical model
- covariance function
- hyperparameters
- expectation propagation
- artificial neural networks
- gaussian process models
- data mining
- maximum a posteriori
- closed form
- supervised learning
- random sampling
- pairwise
- lower bound
- marginal likelihood