Probabilistic selection of inducing points in sparse Gaussian processes.
Anders Kirk UhrenholtValentin CharvetBjørn Sand JensenPublished in: CoRR (2020)
Keyphrases
- gaussian processes
- covariance function
- relevance vector machine
- gaussian process
- gaussian process regression
- multi task learning
- probabilistic model
- multi task
- bayesian networks
- human pose estimation
- gaussian process models
- preference learning
- data points
- high dimensional
- latent variables
- generative model
- hyperparameters
- regression model
- non stationary
- model selection
- feature points
- text classification
- semi supervised
- support vector machine
- machine learning