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Unexpected Improvements to Expected Improvement for Bayesian Optimization.
Sebastian Ament
Samuel Daulton
David Eriksson
Maximilian Balandat
Eytan Bakshy
Published in:
NeurIPS (2023)
Keyphrases
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global optimization
data driven
efficient optimization
real time
information systems
bayesian networks
significant improvement
optimization problems
maximum entropy
optimization process
gaussian processes
information retrieval
optimization methods
evolution strategy
monte carlo methods
monte carlo sampling