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BOSS: Bayesian Optimization over String Spaces., , , , and . NeurIPS, (2020)Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation., , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 5213-5230. PMLR, (2023)GAUCHE: A Library for Gaussian Processes in Chemistry., , , , , , , , , and 18 other author(s). NeurIPS, (2023)Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow., , , , , , , , , and 6 other author(s). CoRR, (2023)GAUCHE: A Library for Gaussian Processes in Chemistry., , , , , , , , , and 8 other author(s). CoRR, (2022)MUMBO: MUlti-task Max-Value Bayesian Optimization., , and . ECML/PKDD (3), volume 12459 of Lecture Notes in Computer Science, page 447-462. Springer, (2020)Bayesian quantile and expectile optimisation., , , and . UAI, volume 180 of Proceedings of Machine Learning Research, page 1623-1633. PMLR, (2022)Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models., , and . COLING, page 2978-2989. Association for Computational Linguistics, (2018)Scalable Thompson Sampling using Sparse Gaussian Process Models., , , , and . NeurIPS, page 5631-5643. (2021)BOSH: Bayesian Optimization by Sampling Hierarchically, , and . (2020)cite arxiv:2007.00939.