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fairness generalization error
fairness generalization error
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efron–stein inequality
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overfitting
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information-theoretic perspective
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conditional mutual information
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mutual information
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Papers
Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective
ICML 2025
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