Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

'Un'Fair Machine Learning Algorithms

11 references·6 citing·42 second hop

FromToDepth

this work references cited by second hop

References

2014Big Data's Disparate Impact3,046 cited
2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
2021Predictably Unequal? The Effects of Machine Learning on Credit Markets767 cited
2017Human Decisions and Machine Predictions545 cited
2020A snapshot of the frontiers of fairness in machine learning355 cited
2018A case study of algorithm-assisted decision making in child maltreatment hotline screening decisions230 cited
2019Delayed Impact of Fair Machine Learning211 cited
2017Data-Driven Discrimination at Work141 cited
2021Crowds, Lending, Machine, and Bias126 cited
2021Frontiers: Can an Artificial Intelligence Algorithm Mitigate Racial Economic Inequality? An Analysis in the Context of Airbnb110 cited

Cited by

2023The Anchoring Effect, Algorithmic Fairness, and the Limits of Information Transparency for Emotion Artificial Intelligence61 cited
2023Algorithmic Fairness in AI56 cited
2022The statistical fairness field guide: perspectives from social and formal sciences51 cited
2022Integrating Behavioral, Economic, and Technical Insights to Understand and Address Algorithmic Bias: A Human-Centric Perspective

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

26 cited

2023Measuring responsible artificial intelligence (RAI) in banking: a valid and reliable instrument25 cited

2025Public perception of accuracy-fairness trade-offs in algorithmic decisions in the United States13 cited