Gaussian Process Priors with Uncertain Inputs - Application to Multiple-Step Ahead Time Series Forecasting.
Agathe GirardCarl Edward RasmussenJoaquin Quiñonero CandelaRoderick Murray-SmithPublished in: NIPS (2002)
Keyphrases
- gaussian process
- bayesian framework
- gaussian processes
- gaussian process models
- hyperparameters
- support vector
- gaussian process regression
- regression model
- gaussian process classification
- input data
- model selection
- semi supervised
- approximate inference
- k means
- artificial neural networks
- sparse approximations
- co occurrence
- text mining
- prior information
- probability distribution
- high resolution
- marginal likelihood
- dynamical models
- image processing
- data mining