Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

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

The Dataset Nutrition Label: A Framework To Drive Higher Data Quality Standards

3 references·16 citing·50 second hop

FromToDepth

this work references cited by second hop

References

2018Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification3,509 cited
2016Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings1,615 cited
2017Algorithmic Decision Making and the Cost of Fairness1,149 cited

Cited by

2020Algorithmic realism161 cited
2020Between Subjectivity and Imposition150 cited
2023Auditing of AI: Legal, Ethical and Technical Approaches148 cited
2019Understanding artificial intelligence ethics and safety145 cited
2021Z-Inspection ® : A Process to Assess Trustworthy AI132 cited
2021From What to How: An Initial Review of Publicly Available AI Ethics Tools, Methods and Research to Translate Principles into Practices127 cited
2022Algorithmic fairness datasets: the story so far114 cited
2022Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits99 cited
2021An Action-Oriented AI Policy Toolkit for Technology Audits by Community Advocates and Activists84 cited
2021Documenting Computer Vision Datasets82 cited
2020Responsible data management81 cited
2020REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets

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

72 cited

2021Datasheets for Datasets help ML Engineers Notice and Understand Ethical Issues in Training Data67 cited

2021Ethics-based auditing of automated decision-making systems: intervention points and policy implications62 cited

2019Situated algorithms: a sociotechnical systemic approach to bias61 cited

2021Data and its (dis)contents: A survey of dataset development and use in machine learning research58 cited