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High-dimensional Bayesian Optimization with Group Testing., , , and . CoRR, (2023)Homunculus: Auto-Generating Efficient Data-Plane ML Pipelines for Datacenter Networks., , , , and . ASPLOS (3), page 329-342. ACM, (2023)Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces., , and . NeurIPS, (2022)Joint Entropy Search For Maximally-Informed Bayesian Optimization., , and . NeurIPS, (2022)πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization, , , , , and . 10th International Conference on Learning Representations, ICLR 2022, OpenReview.net, (2022)A General Framework for User-Guided Bayesian Optimization., , and . CoRR, (2023)BaCO: A Fast and Portable Bayesian Compiler Optimization Framework., , , , , , , , , and . ASPLOS (4), page 19-42. ACM, (2023)Bayesian Optimization with a Prior for the Optimum., , , , , and . ECML/PKDD (3), volume 12977 of Lecture Notes in Computer Science, page 265-296. Springer, (2021)PriorBand: HyperBand + Human Expert Knowledge, , , , , , , and . Workshop on Meta-Learning (MetaLearn 2022), (2022)DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning., , , , , , , and . CoRR, (2019)