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

Xingchen Ma Matthew B. Blaschko

Published in: AISTATS (2020)

Keyphrases

parameter space
gaussian processes
covariance function
gaussian process
gaussian process regression
parameter values
starting points
high dimensional
hyperparameters
feature selection
search algorithm
search space
bayesian inference