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Related Questions
- How does adversarial training impact the performance of AI models on fairness metrics such as disparate impact and equalized odds?
- Can you explain the relationship between adversarial training and other fairness metrics like demographic parity and calibration?
- In what ways can adversarial training be used to improve fairness in AI decision-making systems?
- How does the use of adversarial training affect the trade-off between fairness and accuracy in AI models?
- Can you discuss the potential limitations of using adversarial training to address fairness issues in AI?
- How does adversarial training relate to other techniques for improving fairness in AI, such as debiasing and data preprocessing?
- What are some potential challenges and open research questions in using adversarial training to improve fairness in AI decision-making systems?
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