Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Cheng, Yanghuidi"'
Autor:
Kawakami, Anna, Guerdan, Luke, Cheng, Yanghuidi, Lee, Matthew, Carter, Scott, Arechiga, Nikos, Glazko, Kate, Zhu, Haiyi, Holstein, Kenneth
A growing body of research has explored how to support humans in making better use of AI-based decision support, including via training and onboarding. Existing research has focused on decision-making tasks where it is possible to evaluate "appropria
Externí odkaz:
http://arxiv.org/abs/2308.15700
In many real world contexts, successful human-AI collaboration requires humans to productively integrate complementary sources of information into AI-informed decisions. However, in practice human decision-makers often lack understanding of what info
Externí odkaz:
http://arxiv.org/abs/2207.13834
Autor:
Stapleton, Logan, Cheng, Hao-Fei, Kawakami, Anna, Sivaraman, Venkatesh, Cheng, Yanghuidi, Qing, Diana, Perer, Adam, Holstein, Kenneth, Wu, Zhiwei Steven, Zhu, Haiyi
This is an extended analysis of our paper "How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions," which looks at racial disparities in the Allegheny Family Screening Tool, an algorithm used to help child welfare workers decide
Externí odkaz:
http://arxiv.org/abs/2204.13872
Autor:
Kawakami, Anna, Sivaraman, Venkatesh, Cheng, Hao-Fei, Stapleton, Logan, Cheng, Yanghuidi, Qing, Diana, Perer, Adam, Wu, Zhiwei Steven, Zhu, Haiyi, Holstein, Kenneth
AI-based decision support tools (ADS) are increasingly used to augment human decision-making in high-stakes, social contexts. As public sector agencies begin to adopt ADS, it is critical that we understand workers' experiences with these systems in p
Externí odkaz:
http://arxiv.org/abs/2204.02310
Autor:
Chen L; Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States., Bartel C; Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States., Cai X; Human-Computer Interaction Institute, Carnegie Mellon University, Pittsburgh, PA, United States., Cheng Y; Human-Computer Interaction Institute, Carnegie Mellon University, Pittsburgh, PA, United States., Perer A; Human-Computer Interaction Institute, Carnegie Mellon University, Pittsburgh, PA, United States., McClaine S; Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States., Kairis E; Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States., Durica K; Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States., Huang W; Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States., Low CA; Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States.
Publikováno v:
JMIR formative research [JMIR Form Res] 2023 Apr 17; Vol. 7, pp. e46001. Date of Electronic Publication: 2023 Apr 17.
