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ResearchFormerly WizWand

Contextual Bandit on Covertype

27.46Relative Cumulative RegretNeural-SAU-S
24.558444.144263.7383.3158May 10, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Neural-SAU-SBackbone=Neural, Strategy=SAU-Sampling2021.0527.46
Neural-SAU-UCBBackbone=Neural, Strategy=SAU-UCB2021.0527.9
NeuralLinearBackbone=Neural2021.0529.18
Linear-SAU-SBackbone=Linear, Strategy=SAU-Sampling2021.0536.29
Linear-SAU-UCBBackbone=Linear, Strategy=SAU-UCB2021.0536.77
LinearPosteriorBackbone=Linear2021.0536.88
LinearGreedyBackbone=Linear2021.0553.5
NeuralGreedyBackbone=Neural2021.0588.85
Uniform2021.05100