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ResearchFormerly WizWand

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

14Mean Stopping Iteration∆ES
-5.92128.54263397.46May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
∆ESKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Known2026.0514680.0697
PRBKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Known2026.0516.4940.0293
OraclerKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Known2026.0525980.0304
∆CBKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Known2026.0528.9960.0184
UCBbrKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Known2026.0535.3940.018
AcqKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Known2026.05253.6720.0613
NOSTOPKernel=SE kernel, Dimension (D)=6, Budget (T)=512, Hyperparameter Knowledge=Known2026.05512980.0089