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Active Learning Classification on MNIST (Total Regret)

674Total RegretI-NeurAL
453.281,943.143,4334,922.86Oct 2, 2022

Evaluation results

MethodLinks
I-NeurAL2022.10674
NeuAL-NTK-DNTK approximation=Diagonal2022.101,239
Margin2022.101,327
ALPS2022.101,433
Random2022.101,599
NeuAL-NTK-FNTK approximation=Full2022.106,192