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Related Questions
- What are some common biases that can affect AI model fairness in real-world applications?
- How can data preprocessing techniques be used to address fairness issues in AI models?
- What are some techniques for evaluating the fairness of AI models in terms of demographic parity?
- Can you explain the concept of proxy variables and how they can impact AI model fairness?
- What are some strategies for debiasing AI models, and how can they be implemented in practice?
- How can fairness metrics such as equality of opportunity and equality of predictive accuracy be used to evaluate AI model fairness?
- What role do human evaluators play in ensuring the fairness of AI models in real-world applications?
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