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ResearchFormerly WizWand

Bayesian Optimization on GP-sampled functions sigma=3x10^-3, D=6

13.6Mean Stopping Iteration∆ES
-6.336128.232262.8397.368May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
∆ESKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.0513.6420.1161
PRBKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.0515.1560.0944
∆CBKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.0517.5700.0673
OraclerKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.0517.61000.0517
UCBbrKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.0527.6900.0309
AcqKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.05242.5580.0825
NOSTOPKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.055121000.0057