no code implementations • 5 Apr 2022 • Anna Kawakami, Venkatesh Sivaraman, Hao-Fei Cheng, Logan Stapleton, Yanghuidi Cheng, Diana Qing, Adam Perer, Zhiwei Steven Wu, Haiyi Zhu, Kenneth Holstein
AI-based decision support tools (ADS) are increasingly used to augment human decision-making in high-stakes, social contexts.
no code implementations • 21 Apr 2022 • Nil-Jana Akpinar, Manish Nagireddy, Logan Stapleton, Hao-Fei Cheng, Haiyi Zhu, Steven Wu, Hoda Heidari
This stylized setup offers the distinct capability of testing fairness interventions beyond observational data and against an unbiased benchmark.