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ResearchFormerly WizWand

Neural Caching on ISEAR

0.666Online Accuracy (AUC)Margin Sampling
0.611920.625960.640.65404Oct 20, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Margin Samplingstudent retraining=none, initial budget N=10002023.100.666
Margin SamplingSelection Strategy=Margin Sampling, Student retraining=true2023.100.658
EntropySelection Strategy=Entropy, Student retraining=true2023.100.657
Query by Committeestudent retraining=none, initial budget N=10002023.100.656
Query by CommitteeSelection Strategy=Query by Committee, Student retraining=true2023.100.65
Randomstudent retraining=none, initial budget N=10002023.100.64
Front-loadingSelection Strategy=Front-loading, Student retraining=true2023.100.637
CoresetSelection Strategy=Coreset, Student retraining=true2023.100.637
RandomSelection Strategy=Random, Student retraining=true2023.100.614