SalUn unlearning on MedMNIST achieves near-retraining accuracy on BloodMNIST and OrganAMNIST but a roughly 8 to 10 point accuracy gap on PathMNIST, at a fraction of the runtime.
J., Van Der Sloot, B., and Borgesius, F
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Analise de Desaprendizado de Maquina em Modelos de Classificacao de Imagens Medicas
SalUn unlearning on MedMNIST achieves near-retraining accuracy on BloodMNIST and OrganAMNIST but a roughly 8 to 10 point accuracy gap on PathMNIST, at a fraction of the runtime.