作者位次 #3/5ICML 2026Poster· Social Aspects / Fairness
A Game-Theoretic Framework for Measuring and Explaining Metric Compatibility in Fair Machine Learning
Lingfeng Zhang · Jingran Yang · Zhaohui Wang · Min Zhang · Qing Zhang
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Lingfeng Zhang · Jingran Yang · Zhaohui Wang · Min Zhang · Qing Zhang
Donghan Liu · Han Sun · Zhaohui Wang · Qin Li · Min Zhang
While recent studies show the effectiveness of in-context learning (ICL) for tabular data prediction, they also reveal significant fairness issues in large language models (LLMs). Prior work to mitigate fairness issues often employs interventions relying on subjective demonstration selection. Its...