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ResearchFormerly WizWand

Bayesian Optimization on GP-sampled functions (sigma=5x10^-3, D=6)

13.5Mean Stopping Iteration∆ES
-6.44128.155262.75397.345May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
∆ESKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.0513.5280.1614
PRBKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.0521540.1121
∆CBKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.0524.7620.0793
OraclerKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.0525.61000.0633
UCBbrKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.0540.4900.0373
AcqKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.05242.5580.1059
NOSTOPKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Unknown2026.055121000.0124