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A Method for Data Augmentation in Vertical Federated Learning Addressing Data Heterogeneity

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Vertical federated learning (VFL) can aggregate data features from participating parties and is applicable to data collaboration in various fields. To address data heterogeneity in VFL, this article proposes a framework tailored for heterogeneous environments.... ...