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ResearchFormerly WizWand

Case Deletion Diagnostics on MNIST binary subsample (test)

4.2AUC-DEL ScoreTracInCP
-0.6880.5811.853.119Oct 27, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TracInCP2023.104.2
Generalized RepresenterKernel=Inf-final, Importance=tracking2023.103.66
Generalized RepresenterKernel=NTK-middle, Importance=tracking2023.103.63
Generalized RepresenterKernel=NTK-final, Importance=tracking2023.103.52
Generalized RepresenterKernel=last layer-final, Importance=tracking2023.103.44
Generalized RepresenterKernel=NTK-init, Importance=tracking2023.103.18
Influence functionparameters=last-layer2023.102.56
Representer Point2023.102.51
Generalized RepresenterKernel=NTK-final, Importance=target derivative2023.102.41
Generalized RepresenterKernel=NTK-final, Importance=surrogate derivative2023.101.88
Random Selection2023.10-0.5