Bayesian Structured Prediction Using Gaussian Processes.
Sébastien BratièresNovi QuadriantoZoubin GhahramaniPublished in: CoRR (2013)
Keyphrases
- gaussian processes
- structured prediction
- gaussian process
- approximate inference
- maximum margin
- latent variables
- conditional random fields
- multi task
- markov networks
- multi task learning
- hyperparameters
- posterior distribution
- maximum likelihood
- bayesian framework
- machine learning
- bayesian networks
- cross validation
- graphical models
- prior knowledge