Bayesian optimization in adverse scenarios
Optimization problems with expensive-to-evaluate objective functions are ubiquitous in scientific and industrial settings. Bayesian optimization has gained widespread acclaim for optimizing expensive (and often black box) functions due to its theoretical performance guarantees and empirical sample e...
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Format: | Thesis |
Language: | English |
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2023
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