Gaussian process modelling of multiple short time series.
Hande TopaAntti HonkelaPublished in: ESANN (2015)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- gaussian process models
- hyperparameters
- model selection
- latent variables
- approximate inference
- regression model
- gaussian process classification
- markov random field
- dynamical model
- marginal likelihood
- bayesian framework
- semi supervised
- expectation propagation
- probability distribution
- pairwise
- support vector