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ResearchFormerly WizWand

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

5.4Mean Stopping Iteration∆ES
0.49633.59866.799.802May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
∆ESKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.055.4780.0662
∆CBKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.057.6900.0315
PRBKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.057.8860.0434
OraclerKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.058.2980.0362
UCBbrKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.0576.6960.0144
AcqKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.0581.3860.0374
NOSTOPKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Unknown2026.05128980.0081