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Generalized Pólya Urn for Time-Varying Pitman-Yor Processes., , , , and . J. Mach. Learn. Res., (2017)ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations., , , , , , and . CoRR, (2019)Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly., , , , , , , and . CoRR, (2019)Amortized Auto-Tuning: Cost-Efficient Transfer Optimization for Hyperparameter Recommendation., , and . CoRR, (2021)Importance-aware Co-teaching for Offline Model-based Optimization., , , , and . CoRR, (2023)Uncertainty Toolbox: an Open-Source Library for Assessing, Visualizing, and Improving Uncertainty Quantification., , , , and . CoRR, (2021)A Study on Encodings for Neural Architecture Search., , , and . NeurIPS, (2020)An Experimental Design Perspective on Model-Based Reinforcement Learning., , , , and . ICLR, OpenReview.net, (2022)A General Recipe for Likelihood-free Bayesian Optimization., , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 20384-20404. PMLR, (2022)Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information., , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 8005-8015. PMLR, (2021)