helpResearch question公平性、偏见与代表性用户在交互决策中如何根据辅助功能的准确性表现出系统性偏见?CHI '22Probability Weighting in Interactive Decisions: Evidence for Overuse of Bad Assistance, Underuse of Good Assistance
helpResearch question公平性、偏见与代表性普通的利益相关者(如决策受影响者)是否认为预测的多样性对机器学习系统的公平性构成风险?CHI '25Perceptions of the Fairness Impacts of Multiplicity in Machine Learning
helpResearch question公平性、偏见与代表性在处理机器学习预测多样性问题时,普通人更偏好哪些解决方案?CHI '25Perceptions of the Fairness Impacts of Multiplicity in Machine Learning
helpResearch question公平性、偏见与代表性任务特征(如风险与回报框架)如何影响公众对预测多样性问题的偏好?CHI '25Perceptions of the Fairness Impacts of Multiplicity in Machine Learning
helpResearch question公平性、偏见与代表性解释性方法如何影响人类在与AI合作决策中的公正感知和公正决策?IUI '24The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features
helpResearch question公平性、偏见与代表性针对通过代理特征引入的间接偏见,哪些干预措施更有效?IUI '24The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features
helpResearch question公平性、偏见与代表性“偏见披露”和“代理特征相关性披露”的结合能否提高识别偏见的能力并改善决策公平性?IUI '24The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features