Bayesian Optimization on Rosenbrock (d=50) synthetic (round 10)
0.01Relative Batch Instantaneous RegretmeanBEEBO
Evaluation Results
| Method | Links | |
|---|---|---|
| meanBEEBOsqrt(kappa)=10, Batch Size (Q)=100, Round=102024.10 | 0.01 | |
| meanBEEBOsqrt(kappa)=0.1, Batch Size (Q)=100, Round=102024.10 | 0.016 | |
| maxBEEBOsqrt(kappa)=0.1, Batch Size (Q)=100, Round=102024.10 | 0.021 | |
| maxBEEBOsqrt(kappa)=1, Batch Size (Q)=100, Round=102024.10 | 0.031 | |
| maxBEEBOsqrt(kappa)=10, Batch Size (Q)=100, Round=102024.10 | 0.048 | |
| meanBEEBOsqrt(kappa)=1, Batch Size (Q)=100, Round=102024.10 | 0.049 | |
| q-UCBsqrt(kappa)=1, Batch Size (Q)=100, Round=102024.10 | 0.52 | |
| q-UCBsqrt(kappa)=0.1, Batch Size (Q)=100, Round=102024.10 | 0.539 | |
| q-UCBsqrt(kappa)=10, Batch Size (Q)=100, Round=102024.10 | 0.594 |