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20172024
most citedDealing with Integer-valued Variables in Bayesian Optimization with Gaussian Processes

295 citations · 1.1k across the 17 of their papers we have counts for

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stat.ML2021★ 4 cited

Many Objective Bayesian Optimization

Lucia Asencio Martín, Eduardo C. Garrido-Merchán

Some real problems require the evaluation of expensive and noisy objective functions. Moreover, the analytical expression of these objective functions may be unknown. These functio…