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Bayesian Optimization

Published • Jan 25, 2023
NobleIDNI6P75W85R72S51
Authors:
Roman Garnett

Abstract

Bayesian optimization is a methodology for optimizing expensive objective functions that has proven success in the sciences, engineering, and beyond. This timely text provides a self-contained and comprehensive introduction to the subject, starting from scratch and carefully developing all the key i...

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