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Pre-training of Bayesian Optimization Algorithm through Bayesian Optimization

Katayama, Satoshi et al.
arXiv (All) · Papers
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machine-learning
Bayesian optimization (BO) is widely used as a standard approach for expensive black-box optimization. However, BO algorithms often involve parameters that must be specified in advance, and their performance can strongly depend on these choices. We propose a framework for optimizing such parameters
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