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Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation.
George De Ath
Richard M. Everson
Alma As-Aad Rahat
Jonathan E. Fieldsend
Published in:
ACM Trans. Evol. Learn. Optim. (2021)
Keyphrases
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trade off
bayesian networks
genetic algorithm
maximum likelihood
bayesian learning
bayesian estimation
exploration exploitation tradeoff
posterior probability
bayesian inference
interactive exploration
real time
data sets
model selection
gaussian processes
bayesian analysis
active exploration