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Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces.
Xingchen Wan
Vu Nguyen
Huong Ha
Bin Xin Ru
Cong Lu
Michael A. Osborne
Published in:
CoRR (2021)
Keyphrases
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high dimensional
search space
genetic algorithm
dimensionality reduction
low dimensional
categorical data
global information
sparse data
bayesian networks
search algorithm
bayesian learning
nearest neighbor
maximum likelihood
numerical values
high dimensional datasets
high dimensional spaces
gene expression data
knn
probability distribution
feature space
feature extraction