[其他] ICML-Objective Bound Conditional Gaussian Process for Bayesian Optimization [推广有奖]

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发表于 2025-7-28 07:53:14 |AI写论文

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Objective Bound Conditional Gaussian Process for Bayesian Optimization

                  Taewon Jeong 1 Heeyoung Kim 1

         Abstract             mation is unavailable. BO is particularly useful when the
                              objective function is expensive to evaluate. In this case,
A Gaussian process is a standard surrogate model    grid or random search (e.g., simulated annealing and tabu
for an unknown objective function in Bayesian    search) (Bertsimas et ...