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News/SAGE: Subpopulation-Aware Generative Enhancement for Mitigating Spurious Correlations
arxiv
PublishedSeptember 2, 2026 at 4:00 AM
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SAGE: Subpopulation-Aware Generative Enhancement for Mitigating Spurious Correlations

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arXiv:2609.01051v1 Announce Type: new Abstract: Spurious correlations pose a significant challenge to the robustness of modern machine learning. The inherent imbalance in dataset distributions often leads traditional Empirical Risk Minimization (ERM) models to rely on majority spurious attributes fo

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