A Gaussian Process-based Self-Organizing Incremental Neural Network.
Xiaoyu WangGiona CasiraghiYan ZhangJun-ichi ImuraPublished in: IJCNN (2019)
Keyphrases
- gaussian process
- neural network
- gaussian processes
- gaussian process regression
- hyperparameters
- bayesian framework
- incremental learning
- model selection
- semi supervised
- regression model
- approximate inference
- latent variables
- dynamical model
- gaussian process models
- back propagation
- gaussian process classification
- expectation propagation
- cross validation
- sparse approximations
- closed form
- marginal likelihood
- covariance function
- prior knowledge
- artificial neural networks
- support vector
- image processing
- super resolution
- learning algorithm