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Predicting the utility of search spaces for black-box optimization: a simple, budget-aware approach.
Setareh Ariafar
Justin Gilmer
Zachary Nado
Jasper Snoek
Rodolphe Jenatton
George E. Dahl
Published in:
AISTATS (2022)
Keyphrases
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black box
black boxes
search space
white box
rule extraction
optimization algorithm
candidate solutions
integration testing
hybrid systems
utility elicitation
machine learning
state transition
test cases
computational intelligence
mobile robot
data model
training data