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Wasserstein Robust Classification Error

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    New research highlights loss function misalignment in AI robustness evaluations

    Researchers have identified a misalignment between surrogate loss functions and the zero-one loss in Wasserstein distributionally robust optimization (WDRO). This misalignment can lead to hypotheses with perfect robust …