High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups.

Paul Rolland Jonathan Scarlett Ilija Bogunovic Volkan Cevher

Published in: AISTATS (2018)

Keyphrases

additive models
high dimensional
linear classifiers
linear models
reproducing kernel hilbert space
bayesian inference
special case
data points
training samples
high dimensional data