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ResearchFormerly WizWand

Contextual Bandit on Financial

5.26Relative Cumulative RegretNeural-SAU-UCB
1.470427.050252.6378.2098May 10, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Neural-SAU-UCBBackbone=Neural, Strategy=SAU-UCB2021.055.26
Neural-SAU-SBackbone=Neural, Strategy=SAU-Sampling2021.055.6
Linear-SAU-UCBBackbone=Linear, Strategy=SAU-UCB2021.056.51
Linear-SAU-SBackbone=Linear, Strategy=SAU-Sampling2021.058.71
NeuralLinearBackbone=Neural2021.0510.16
LinearPosteriorBackbone=Linear2021.0510.77
LinearGreedyBackbone=Linear2021.0515.48
NeuralGreedyBackbone=Neural2021.0585.85
Uniform2021.05100