AINeutralarXiv – CS AI · 7h ago5/10
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TabChange: Precise Attribute Changes in Tabular Data
TabChange is a new machine learning approach for modifying individual attributes in tabular datasets while maintaining data naturalness and minimizing unintended changes. The method analyzes attribute relationships and uses adversarial techniques to remove latent information about target attributes, producing more valid counterfactuals than existing generative models.