Logan Stapleton

22 papers A* 6A 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2024 A* conf
"If This Person is Suicidal, What Do I Do?": Designing Computational Approaches to Help Online Volunteers Respond to Suicidality.
CHI
Logan Stapleton, Sunniva Liu, Cindy Liu, Irene Hong, Stevie Chancellor, Robert E. Kraut, Haiyi Zhu
2024 J jnl
Advancing a Consent-Forward Paradigm for Digital Mental Health Data.
CoRR
Sachin R. Pendse, Logan Stapleton, Neha Kumar, Munmun De Choudhury, Stevie Chancellor
2024 — conf
Data Agency Theory: A Precise Theory of Justice for AI Applications.
FAccT
Leah Ajmani, Logan Stapleton, Mo Houtti, Stevie Chancellor
2023 — conf
Community-driven AI: Empowering people through responsible data-driven decision-making.
CSCW Companion
Ruyuan Wan, Adriana Alvarado Garcia, Devansh Saxena, Catalina Vajiac, Anna Kawakami, Logan Stapleton, Haiyi Zhu, Kenneth Holstein, Heloisa Candello, Karla A. Badillo-Urquiola
2023 J jnl
Seeing Seeds Beyond Weeds: Green Teaming Generative AI for Beneficial Uses.
CoRR
Logan Stapleton, Jordan Taylor, Sarah E. Fox, Tongshuang Wu, Haiyi Zhu
2022 A conf
"Why Do I Care What's Similar?" Probing Challenges in AI-Assisted Child Welfare Decision-Making through Worker-AI Interface Design Concepts.
Conference on Designing Interactive Systems
Anna Kawakami, Venkatesh Sivaraman, Logan Stapleton, Hao Fei Cheng, Adam Perer, Zhiwei Steven Wu, Haiyi Zhu, Kenneth Holstein
2022 J jnl
A Sandbox Tool to Bias(Stress)-Test Fairness Algorithms.
CoRR
Nil-Jana Akpinar, Manish Nagireddy, Logan Stapleton, Hao Fei Cheng, Haiyi Zhu, Zhiwei Steven Wu, Hoda Heidari
2022 J jnl
Extended Analysis of "How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions".
CoRR
Logan Stapleton, Hao Fei Cheng, Anna Kawakami, Venkatesh Sivaraman, Yanghuidi Cheng, Diana Qing, Adam Perer, Kenneth Holstein, Zhiwei Steven Wu, Haiyi Zhu
2022 A* conf
How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions.
CHI
Hao Fei Cheng, Logan Stapleton, Anna Kawakami, Venkatesh Sivaraman, Yanghuidi Cheng, Diana Qing, Adam Perer, Kenneth Holstein, Zhiwei Steven Wu, Haiyi Zhu
2022 — conf
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders.
FAccT
Logan Stapleton, Min Hun Lee, Diana Qing, Marya Wright, Alexandra Chouldechova, Ken Holstein, Zhiwei Steven Wu, Haiyi Zhu
2022 J jnl
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders.
CoRR
Logan Stapleton, Min Hun Lee, Diana Qing, Marya Wright, Alexandra Chouldechova, Kenneth Holstein, Zhiwei Steven Wu, Haiyi Zhu
2022 A* conf
Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support.
CHI
Anna Kawakami, Venkatesh Sivaraman, Hao Fei Cheng, Logan Stapleton, Yanghuidi Cheng, Diana Qing, Adam Perer, Zhiwei Steven Wu, Haiyi Zhu, Kenneth Holstein
2022 J jnl
Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support.
CoRR
Anna Kawakami, Venkatesh Sivaraman, Hao Fei Cheng, Logan Stapleton, Yanghuidi Cheng, Diana Qing, Adam Perer, Zhiwei Steven Wu, Haiyi Zhu, Kenneth Holstein
2022 A* conf
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses.
ICML
Keegan Harris, Dung Daniel T. Ngo, Logan Stapleton, Hoda Heidari, Steven Wu
2022 — conf
Who Has an Interest in "Public Interest Technology"?: Critical Questions for Working with Local Governments & Impacted Communities.
CSCW Companion
Logan Stapleton, Devansh Saxena, Anna Kawakami, Tonya Nguyen, Asbjørn Ammitzbøll Flügge, Motahhare Eslami, Naja L. Holten Møller, Min Kyung Lee, Shion Guha, Kenneth Holstein, Haiyi Zhu
2021 — conf
An Algorithmic Framework for Fairness Elicitation.
FORC
Christopher Jung, Michael Kearns, Seth Neel, Aaron Roth, Logan Stapleton, Zhiwei Steven Wu
2021 A* conf
Incentivizing Compliance with Algorithmic Instruments.
ICML
Dung Daniel T. Ngo, Logan Stapleton, Vasilis Syrgkanis, Steven Wu
2021 J jnl
Incentivizing Compliance with Algorithmic Instruments.
CoRR
Dung Daniel T. Ngo, Logan Stapleton, Vasilis Syrgkanis, Zhiwei Steven Wu
2021 A* conf
Soliciting Stakeholders' Fairness Notions in Child Maltreatment Predictive Systems.
CHI
Hao Fei Cheng, Logan Stapleton, Ruiqi Wang, Paige Bullock, Alexandra Chouldechova, Zhiwei Steven Wu, Haiyi Zhu
2021 J jnl
Soliciting Stakeholders' Fairness Notions in Child Maltreatment Predictive Systems.
CoRR
Hao Fei Cheng, Logan Stapleton, Ruiqi Wang, Paige Bullock, Alexandra Chouldechova, Zhiwei Steven Wu, Haiyi Zhu
2021 J jnl
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses.
CoRR
Keegan Harris, Dung Daniel T. Ngo, Logan Stapleton, Hoda Heidari, Zhiwei Steven Wu
2019 J jnl
Eliciting and Enforcing Subjective Individual Fairness.
CoRR
Christopher Jung, Michael J. Kearns, Seth Neel, Aaron Roth, Logan Stapleton, Zhiwei Steven Wu