Gaussian Process Optimization with Mutual Information.
Emile ContalNicolas VayatisPublished in: CoRR (2013)
Keyphrases
- gaussian process
- mutual information
- gaussian processes
- gaussian process regression
- hyperparameters
- model selection
- regression model
- approximate inference
- gaussian process classification
- semi supervised
- similarity measure
- image registration
- latent variables
- marginal likelihood
- expectation propagation
- bayesian framework
- feature selection
- gaussian process models
- computer vision
- covariance function
- random sampling
- pairwise
- image processing