Logan Stapleton

Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support

Anna Kawakami, Venkatesh Sivaraman, Hao-Fei Cheng et al. · CHI Conference on Human Factors in Computing Systems · 2022 · 114 citations · Full text

Artificial Intelligence, Child Welfare, Engineering +26

How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions

Hao-Fei Cheng, Logan Stapleton, Anna Kawakami et al. · CHI Conference on Human Factors in Computing Systems · 2022 · 69 citations · Full text

Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders

Logan Stapleton, Min Hun Lee, Diana Qing et al. · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 62 citations · Full text

Eliciting and Enforcing Subjective Individual Fairness.

Christopher Jung, Michael Kearns, Seth Neel et al. · arXiv (Cornell University) · 2019 · 41 citations · Full text

Mechanism Design, Individual Fairness, Engineering +13

“Why Do I Care What’s Similar?” Probing Challenges in AI-Assisted Child Welfare Decision-Making through Worker-AI Interface Design Concepts

Anna Kawakami, Venkatesh Sivaraman, Logan Stapleton et al. · Designing Interactive Systems Conference · 2022 · 34 citations · Full text