Logan Stapleton

According to our database1, Logan Stapleton authored at least 12 papers between 2019 and 2022.

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Bibliography

2022
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders.
CoRR, 2022

Extended Analysis of "How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions".
CoRR, 2022

A Sandbox Tool to Bias(Stress)-Test Fairness Algorithms.
CoRR, 2022

Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses.
Proceedings of the International Conference on Machine Learning, 2022

Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

"Why Do I Care What's Similar?" Probing Challenges in AI-Assisted Child Welfare Decision-Making through Worker-AI Interface Design Concepts.
Proceedings of the DIS '22: Designing Interactive Systems Conference, Virtual Event, Australia, June 13, 2022

2021
Incentivizing Compliance with Algorithmic Instruments.
Proceedings of the 38th International Conference on Machine Learning, 2021

An Algorithmic Framework for Fairness Elicitation.
Proceedings of the 2nd Symposium on Foundations of Responsible Computing, 2021

Soliciting Stakeholders' Fairness Notions in Child Maltreatment Predictive Systems.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2019
Eliciting and Enforcing Subjective Individual Fairness.
CoRR, 2019


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