Gaussian Process Optimization with Mutual Information.

Emile Contal Vianney Perchet Nicolas Vayatis

Published 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