The paper provides a correct step-by-step derivation of the log-transformed expected improvement acquisition function, confirming the closed form of Hutter et al. (2009).
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Derivation of Closed Form of Expected Improvement for Gaussian Process Trained on Log-Transformed Objective
The paper provides a correct step-by-step derivation of the log-transformed expected improvement acquisition function, confirming the closed form of Hutter et al. (2009).