A Scalable Hierarchical Gaussian Process Classifier.
Thi Nhat Anh NguyenAbdesselam BouzerdoumSon Lam PhungPublished in: IEEE Trans. Signal Process. (2019)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- regression model
- model selection
- approximate inference
- bayesian framework
- gaussian process classification
- hyperparameters
- semi supervised
- latent variables
- bayesian nonparametric
- training data
- covariance function
- support vector
- expectation propagation
- sparse approximations
- marginal likelihood
- feature space
- data sets
- gaussian process models
- latent space
- feature selection
- training set
- decision trees
- image segmentation
- lower bound
- denoising
- pairwise