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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:
NeurIPS (2020)
Keyphrases
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multi step
efficient optimization
optimization problems
optimization algorithm
decision trees
global optimization
tree construction
distance computation
neural network
lower bounding
knn
single step