Controllable Feature Whitening decorrelates target and bias features via a covariance-based whitening transform, reducing spurious-correlation reliance without adversarial training.
Fast model debias with machine un- learning
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Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation
Controllable Feature Whitening decorrelates target and bias features via a covariance-based whitening transform, reducing spurious-correlation reliance without adversarial training.