Sparse-posterior Gaussian Processes for general likelihoods
Yuan (Alan) QiAhmed H. Abdel-GawadThomas P. MinkaPublished in: CoRR (2012)
Keyphrases
- gaussian processes
- gaussian process
- covariance function
- relevance vector machine
- gaussian process regression
- regression model
- preference learning
- multi task learning
- hyperparameters
- gaussian process models
- learning algorithm
- posterior probability
- latent variables
- closed form
- model selection
- high dimensional
- bayesian inference
- human pose estimation
- random variables
- probability distribution