A new estimator, sDISCO, enforces conditional independence from known biases in deep learning and improves worst-group accuracy across six benchmark datasets.
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DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation
A new estimator, sDISCO, enforces conditional independence from known biases in deep learning and improves worst-group accuracy across six benchmark datasets.