High Dimensional Bayesian Optimisation and Bandits via Additive Models.

Kirthevasan Kandasamy Jeff G. Schneider Barnabás Póczos

Published in: ICML (2015)

Keyphrases

additive models
high dimensional
linear models
linear classifiers
bayesian networks
linear svm
low dimensional
dimensionality reduction
maximum likelihood
gaussian processes
dimension reduction
reproducing kernel hilbert space
data points
training samples
nearest neighbor
knn
decision trees