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ResearchFormerly WizWand

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

5.3Mean Stopping IterationOracler
0.39233.52166.6599.779May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
OraclerKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.055.31000.013
PRBKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.055.5960.0175
∆ESKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.055.7920.0266
∆CBKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.057.6980.0118
AcqKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.0583.7940.0191
UCBbrKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.05104.61000.0031
NOSTOPKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.051281000.0031