References

• 2015Taking the Human Out of the Loop: A Review of Bayesian Optimization6,126 cited
• 2012Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting2,098 cited
• 2010A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning2,053 cited
• 2018Bayesian Optimization887 cited
• 2018Constrained Bayesian Optimization with Noisy Experiments311 cited
• 2015Safe Exploration for Optimization with Gaussian Processes294 cited
• 2011Portfolio allocation for Bayesian optimization160 cited
• 2017Bayesian Optimization with Gradients138 cited
• 2015A General Framework for Constrained Bayesian Optimization using Information-based Search118 cited
• 2015Predictive Entropy Search for Bayesian Optimization with Unknown Constraints102 cited
• 2016Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian53 cited

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