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The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery.

, , and . INFORMS J. Comput., 23 (3): 346-363 (2011)

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Context, Composition, Automation, and Communication - The C2AC Roadmap for Modeling and Simulation., , , , , , , , , and 2 other author(s). CoRR, (2023)Bayes-Optimal Effort Allocation in Crowdsourcing: Bounds and Index Policies., and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 324-332. JMLR.org, (2016)Two-step lookahead Bayesian optimization with inequality constraints., , and . NeurIPS, page 12563-12575. (2021)Asymptotic validity of the bayes-inspired indifference zone procedure: the non-normal known variance case., and . WSC, page 3868-3879. IEEE/ACM, (2015)Thinking Inside the Box: A Tutorial on Grey-Box Bayesian Optimization., and . WSC, page 1-15. IEEE, (2021)Multisection: parallelized bisection., , and . WSC, page 3773-3784. IEEE/ACM, (2014)The knowledge-gradient stopping rule for ranking and selection., and . WSC, page 305-312. WSC, (2008)Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes., , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 4235-4258. PMLR, (2022)Bayesian Optimization of Function Networks with Partial Evaluations., , , , , and . ICML, OpenReview.net, (2024)The Bayesian Linear Information Filtering Problem., and . ICTAI, page 270-277. IEEE Computer Society, (2016)