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ResearchFormerly WizWand

Case Deletion Diagnostics on AGnews binary subsample (test)

2.56AUC-DELGeneralized Representer
0.09520.73511.3752.0149Oct 27, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Generalized RepresenterKernel=NTK-final, Importance=tracking2023.102.56
Generalized RepresenterKernel=NTK-middle, Importance=tracking2023.102.54
TracInCP2023.102.18
Generalized RepresenterKernel=last layer-final, Importance=tracking2023.102.14
Generalized RepresenterKernel=NTK-final, Importance=target derivative2023.101.88
Generalized RepresenterKernel=NTK-init, Importance=tracking2023.101.81
Generalized RepresenterKernel=Inf-final, Importance=tracking, parameters=last-layer only2023.100.92
Representer Point2023.100.86
Influence functionparameters=last-layer2023.100.75
Random Selection2023.100.19