Scalable Gaussian Process Structured Prediction for Grid Factor Graph Applications.
Sébastien BratièresNovi QuadriantoSebastian NowozinZoubin GhahramaniPublished in: ICML (2014)
Keyphrases
- gaussian process
- factor graphs
- structured prediction
- approximate inference
- latent variables
- exact inference
- gaussian processes
- bayesian framework
- model selection
- hyperparameters
- semi supervised
- regression model
- probabilistic model
- dynamic bayesian networks
- prior knowledge
- random variables
- posterior distribution
- machine learning
- topic models
- higher order
- co occurrence
- hidden variables
- noisy images