Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization.

Xingchen Ma Matthew B. Blaschko

Published in: CoRR (2020)

Keyphrases

parameter space
gaussian processes
covariance function
gaussian process regression
gaussian process
parameter values
high dimensional
starting points
hyperparameters
image processing
noise reduction
multi task
learning tasks
image reconstruction
maximum likelihood
active learning
decision trees