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10/22/2022
Bayesian Optimization with Conformal Coverage Guarantees
Bayesian optimization is a coherent, ubiquitous approach to decision-mak...
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03/23/2022
Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders
Bayesian optimization is a gold standard for query-efficient continuous ...
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11/29/2021
Optimizing High-Dimensional Physics Simulations via Composite Bayesian Optimization
Physical simulation-based optimization is a common task in science and e...
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02/07/2019