Gaussian process product models for nonparametric nonstationarity.
Ryan Prescott AdamsOliver SteglePublished in: ICML (2008)
Keyphrases
- gaussian process
- gaussian processes
- bayesian modeling
- model selection
- bayesian framework
- gaussian process models
- regression model
- covariance function
- dynamical model
- variational inference
- dynamical models
- non stationary
- image reconstruction
- gaussian process regression
- parameter estimation
- denoising
- training data
- image segmentation
- pose estimation
- probabilistic model
- k means
- lower bound