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High Dimensional Bayesian Optimisation and Bandits via Additive Models.

, , and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 295-304. JMLR.org, (2015)

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Bandit Profit-maximization for Targeted Marketing., , and . CoRR, (2024)Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations., , , , and . NIPS, page 992-1000. (2016)Resource Allocation in Multi-armed Bandit Exploration: Overcoming Nonlinear Scaling with Adaptive Parallelism., , , , , and . CoRR, (2020)Data Sharing for Mean Estimation Among Heterogeneous Strategic Agents., , , and . CoRR, (2024)Leveraging Reviews: Learning to Price with Buyer and Seller Uncertainty., , , and . EC, page 816. ACM, (2023)Cilantro: Performance-Aware Resource Allocation for General Objectives via Online Feedback., , , , , , , and . OSDI, page 623-643. USENIX Association, (2023)RubberBand: cloud-based hyperparameter tuning., , , , , , , and . EuroSys, page 327-342. ACM, (2021)Elastic Hyperparameter Tuning on the Cloud., , , , , , and . SoCC, page 33-46. ACM, (2021)Nonparametric Estimation of Renyi Divergence and Friends., , , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 919-927. JMLR.org, (2014)High Dimensional Bayesian Optimization via Restricted Projection Pursuit Models., , , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 884-892. JMLR.org, (2016)