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dro

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DRO-FAIR: Distributionally Robust Optimization for joint Demographic Parity + Individual Fairness under adversarial data corruption (PGD/FGSM attacks, coordinated label flips). Implements Algorithm 1 from ICML submission with 150 experiments across Adult, Credit, and LSAC datasets.

  • Updated May 16, 2026
  • Python

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