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Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees.
Shali Jiang
Daniel R. Jiang
Maximilian Balandat
Brian Karrer
Jacob R. Gardner
Roman Garnett
Published in:
CoRR (2020)
Keyphrases
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multi step
tree construction
efficient optimization
global optimization
feature selection
small number
lower bounding
machine learning
optimization algorithm