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Exploiting Strategy-Space Diversity for Batch Bayesian Optimization.

, , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 538-547. PMLR, (2018)

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The Value of a ``Free'' Customer, , and . (2006)http://www.hbs.edu/research/pdf/07-035.pdf.Hyperparameter tuning for big data using Bayesian optimisation., , , and . ICPR, page 2574-2579. IEEE, (2016)NeuralBO: A black-box optimization algorithm using deep neural networks., , and . Neurocomputing, (November 2023)Defense Against Multi-target Trojan Attacks., , , , , , and . CoRR, (2022)Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View, , , , , , , , , and 2 other author(s). Journal of Medical Internet Research, 18 (12): e323+ (Dec 16, 2016)Hybrid Generative-Discriminative Models for Inverse Materials Design., , , , and . CoRR, (2018)Budgeted Batch Bayesian Optimization With Unknown Batch Sizes., , , , and . CoRR, (2017)High Dimensional Bayesian Optimization using Dropout., , , , , and . IJCAI, page 2096-2102. ijcai.org, (2017)Sparse Approximation for Gaussian Process with Derivative Observations., , , , and . Australasian Conference on Artificial Intelligence, volume 11320 of Lecture Notes in Computer Science, page 507-518. Springer, (2018)Selecting Optimal Source for Transfer Learning in Bayesian Optimisation., , , and . PRICAI (1), volume 11012 of Lecture Notes in Computer Science, page 42-56. Springer, (2018)