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Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces

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Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces., , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 3429-3438. PMLR, (2019)Distributionally Robust Bayesian Optimization., , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 2174-2184. PMLR, (2020)Tuning Particle Accelerators with Safety Constraints using Bayesian Optimization., , , , , and . CoRR, (2022)Information-Directed Sampling - Frequentist Analysis and Applications.. ETH Zurich, Zürich, Switzerland, (2021)base-search.net (ftethz:oai:www.research-collection.ethz.ch:20.500.11850/494381).Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces, , , , and . (2019)cite arxiv:1902.03229.Efficient Pure Exploration for Combinatorial Bandits with Semi-Bandit Feedback., , , and . ALT, volume 132 of Proceedings of Machine Learning Research, page 805-849. PMLR, (2021)Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning., , , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 6342-6370. PMLR, (2023)Regret Minimization via Saddle Point Optimization., , , , and . CoRR, (2024)Asymptotically Optimal Information-Directed Sampling., , , and . CoRR, (2020)Information Directed Sampling for Linear Partial Monitoring., , and . COLT, volume 125 of Proceedings of Machine Learning Research, page 2328-2369. PMLR, (2020)