Bayesian Modeling with Gaussian Processes using the MATLAB Toolbox GPstuff (v3.3)
Jarno VanhataloJaakko RiihimäkiJouni HartikainenPasi JylänkiVille TolvanenAki VehtariPublished in: CoRR (2012)
Keyphrases
- bayesian modeling
- gaussian processes
- gaussian process
- gaussian process regression
- covariance function
- regression model
- bayesian framework
- latent variables
- hyperparameters
- semi supervised
- model selection
- image processing
- human pose estimation
- gaussian process models
- co occurrence
- bayesian inference
- random sampling
- em algorithm
- probabilistic model
- active learning