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Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes.

, , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 4235-4258. PMLR, (2022)

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Bayesian Optimization of Composite Functions., and . CoRR, (2019)Multi-attribute Bayesian optimization with interactive preference learning., and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 4496-4507. PMLR, (2020)Bayesian Optimization of Function Networks., and . NeurIPS, page 14463-14475. (2021)Bayesian Optimization with Uncertain Preferences over Attributes., and . CoRR, (2019)Thinking Inside the Box: A Tutorial on Grey-Box Bayesian Optimization., and . WSC, page 1-15. IEEE, (2021)Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes., , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 4235-4258. PMLR, (2022)Thinking inside the box: A tutorial on grey-box Bayesian optimization., and . CoRR, (2022)Bayesian Optimization of Function Networks with Partial Evaluations., , , , , and . CoRR, (2023)qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization., , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 1093-1114. PMLR, (2023)Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs., , , , and . NeurIPS, page 20197-20209. (2021)