Gaussian Process Optimization with Mutual Information.
Emile ContalVianney PerchetNicolas VayatisPublished in: ICML (2014)
Keyphrases
- gaussian process
- mutual information
- gaussian processes
- gaussian process regression
- regression model
- approximate inference
- model selection
- bayesian framework
- gaussian process classification
- image registration
- semi supervised
- hyperparameters
- latent variables
- covariance function
- expectation propagation
- sparse approximations
- similarity measure
- information gain
- feature selection
- bayesian inference
- computer vision
- generative model
- gaussian process models
- training data