The Deep Feed-Forward Gaussian Process: An Effective Generalization to Covariance Priors.
Melih KandemirFred A. HamprechtPublished in: FE@NIPS (2015)
Keyphrases
- feed forward
- gaussian process
- bayesian framework
- gaussian processes
- back propagation
- neural nets
- artificial neural networks
- gaussian process regression
- neural network
- semi supervised
- model selection
- regression model
- dynamical models
- gaussian process classification
- approximate inference
- hyperparameters
- prior information
- decision making
- probability distribution
- pairwise
- similarity measure
- image sequences
- dynamical model
- covariance function
- gaussian process models
- artificial intelligence