Gaussian Process Behaviour in Wide Deep Neural Networks.
Alexander G. de G. MatthewsJiri HronMark RowlandRichard E. TurnerZoubin GhahramaniPublished in: ICLR (Poster) (2018)
Keyphrases
- gaussian process
- neural network
- gaussian processes
- regression model
- bayesian framework
- gaussian process regression
- semi supervised
- approximate inference
- gaussian process classification
- model selection
- latent variables
- hyperparameters
- artificial neural networks
- gaussian process models
- dynamical model
- covariance function
- back propagation
- marginal likelihood
- expectation propagation
- genetic algorithm
- sparse approximations
- data mining