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Related Questions
- How do fairness metrics account for context-dependent biases in high-stakes decision-making?
- What are the potential consequences of using fairness metrics in hiring or lending applications, and how can they be mitigated?
- Can fairness metrics be used to detect and prevent disparate impact in high-stakes decision-making, and if so, how?
- How do fairness metrics balance individual fairness with group fairness in high-stakes decision-making applications?
- What are the limitations of fairness metrics in capturing the nuances of human decision-making in high-stakes applications?
- Can fairness metrics be used to identify and address biases in data used for high-stakes decision-making, and if so, how?
- How do fairness metrics interact with other factors, such as accountability and transparency, in high-stakes decision-making applications?
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