Sparse-posterior Gaussian Processes for general likelihoods.
Yuan (Alan) QiAhmed H. Abdel-GawadThomas P. MinkaPublished in: UAI (2010)
Keyphrases
- gaussian processes
- gaussian process
- covariance function
- relevance vector machine
- gaussian process regression
- bayesian framework
- multi task learning
- gaussian process models
- probability distribution
- bayesian methods
- high dimensional
- model selection
- human pose estimation
- hyperparameters
- machine learning
- multi task
- regression model
- higher order
- pairwise