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ResearchFormerly WizWand

Simple Regret Minimization on MovieLens 1M (instance)

0.31Simple RegretKnown-p Active + UCB
0.1721.10352.0352.9665May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Known-p Active + UCBHorizon (T)=150002026.050.31
EETC + UCBHorizon (T)=150002026.050.33
EETC + UCBHorizon (T)=100002026.050.41
Passive + UCBHorizon (T)=150002026.050.47
Known-p Active + UCBHorizon (T)=100002026.050.49
Known-p Active + UniformHorizon (T)=150002026.050.56
EETC + UniformHorizon (T)=150002026.050.59
Passive + UCBHorizon (T)=100002026.050.71
Known-p Active + UniformHorizon (T)=100002026.050.74
Passive + UniformHorizon (T)=150002026.050.75
EETC + UniformHorizon (T)=100002026.050.81
Known-p Active + UCBHorizon (T)=50002026.050.88
EETC + UCBHorizon (T)=50002026.050.97
Passive + UniformHorizon (T)=100002026.051.1
Passive + UCBHorizon (T)=50002026.051.29
Known-p Active + UniformHorizon (T)=50002026.051.78
EETC + UniformHorizon (T)=50002026.051.85
Passive + UniformHorizon (T)=50002026.052.05
Known-p Active + UCBHorizon (T)=25002026.052.28
Passive + UCBHorizon (T)=25002026.052.53
EETC + UCBHorizon (T)=25002026.052.57
Known-p Active + UniformHorizon (T)=25002026.052.99
EETC + UniformHorizon (T)=25002026.053.52
Passive + UniformHorizon (T)=25002026.053.76