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ResearchFormerly WizWand

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

5.8Mean Stopping Iteration∆ES
0.91233.90666.999.894May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
∆ESKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.055.8880.0332
PRBKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.056.2940.0226
OraclerKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.057.7980.0189
∆CBKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.0511.4980.0125
AcqKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.0583.7920.0235
UCBbrKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.05124.1980.0112
NOSTOPKernel=SE kernel, Dimension (D)=2, Budget (T)=128, Hyperparameter Knowledge=Known2026.05128980.0094