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ResearchFormerly WizWand

Bayesian Optimization on GP-sampled functions sigma=5x10^-3, D=2

5.5Mean Stopping Iteration∆ES
0.633.67566.7599.825May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
∆ESKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.055.5740.074
PRBKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.057.5860.0425
OraclerKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.059.2980.0317
∆CBKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.0511.3940.0199
UCBbrKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.0565940.0181
AcqKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.0578.8860.0399
NOSTOPKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.05128980.0085