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10/25/2022
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources
Bayesian optimization (BO) is a powerful framework for optimizing black-...
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08/18/2022
Bayesian Optimization Augmented with Actively Elicited Expert Knowledge
Bayesian optimization (BO) is a well-established method to optimize blac...
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12/01/2021
Prior knowledge elicitation: The past, present, and future
Specification of the prior distribution for a Bayesian model is a centra...
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06/08/2021
Targeted Active Learning for Bayesian Decision-Making
Active learning is usually applied to acquire labels of informative data...
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02/08/2020