Probabilistic selection of inducing points in sparse Gaussian processes.
Anders Kirk UhrenholtValentin CharvetBjørn Sand JensenPublished in: UAI (2021)
Keyphrases
- gaussian processes
- covariance function
- relevance vector machine
- gaussian process regression
- gaussian process
- multi task learning
- data points
- feature points
- probabilistic model
- gaussian process models
- multi task
- human pose estimation
- hyperparameters
- preference learning
- generative model
- high dimensional
- bayesian networks
- image segmentation
- model selection