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ResearchFormerly WizWand

Best Arm Identification on Unstructured instances K=40

5.43Samplesk-Learner
4.265212.127619.9927.8524May 22, 2022
Updated 8mo ago

Evaluation results

MethodLinks
k-LearnerElimination Strategy=Elim. stopping + sampling2022.055.430.52
FWSElimination Strategy=Elim. stopping + sampling2022.055.471.4
LUCBElimination Strategy=Elim. stopping + sampling2022.055.490.1
LUCBElimination Strategy=No elim. (LLR)2022.055.50.11
LUCBElimination Strategy=Elim. stopping2022.055.50.1
FWSElimination Strategy=Elim. stopping2022.055.531.47
FWSElimination Strategy=No elim. (LLR)2022.055.541.48
k-LearnerElimination Strategy=Elim. stopping2022.058.380.55
k-LearnerElimination Strategy=No elim. (LLR)2022.058.550.61
Lazy TaSElimination Strategy=Elim. stopping + sampling2022.058.740.79
OracleElimination Strategy=Elim. stopping2022.0511.410.04
OracleElimination Strategy=No elim. (LLR)2022.0511.550.07
Lazy TaSElimination Strategy=Elim. stopping2022.0512.270.7
Lazy TaSElimination Strategy=No elim. (LLR)2022.0512.830.72
LUCBElimination Strategy=Elim. stopping + sampling2022.0513.570.06
FWSElimination Strategy=Elim. stopping + sampling2022.0513.941.16
LUCBElimination Strategy=Elim. stopping2022.0514.180.06
LUCBElimination Strategy=No elim. (LLR)2022.0514.20.11
FWSElimination Strategy=Elim. stopping2022.0514.441.24
FWSElimination Strategy=No elim. (LLR)2022.0514.51.25
k-LearnerElimination Strategy=Elim. stopping + sampling2022.0514.820.4
UGapEElimination Strategy=No elim. (LLR)2022.0515.130.43
UGapEElimination Strategy=Elim. stopping2022.0515.130.39
k-LearnerElimination Strategy=Elim. stopping2022.0518.120.44
k-LearnerElimination Strategy=No elim. (LLR)2022.0518.760.49
Lazy TaSElimination Strategy=Elim. stopping + sampling2022.0520.660.33
Lazy TaSElimination Strategy=Elim. stopping2022.0524.780.31
Lazy TaSElimination Strategy=No elim. (LLR)2022.0526.180.32
OracleElimination Strategy=Elim. stopping2022.05270.04
OracleElimination Strategy=No elim. (LLR)2022.0527.490.07
RacingElimination Strategy=Elim. stopping + sampling2022.0534.550.01