A Gaussian Process perspective on Convolutional Neural Networks.
Anastasia BorovykhPublished in: CoRR (2018)
Keyphrases
- gaussian process
- convolutional neural networks
- gaussian processes
- gaussian process regression
- regression model
- convolutional network
- bayesian framework
- model selection
- latent variables
- gaussian process classification
- approximate inference
- hyperparameters
- expectation propagation
- covariance function
- gaussian process models
- dynamical model
- sparse approximations
- semi supervised
- marginal likelihood
- bayesian inference
- higher order
- multiresolution
- em algorithm