“☑ Fairness Toolkits, A Checkbox Culture?” On the Factors that Fragment Developer Practices in Handling Algorithmic Harms

Author:

Balayn Agathe1ORCID,Yurrita Mireia1ORCID,Yang Jie1ORCID,Gadiraju Ujwal1ORCID

Affiliation:

1. Delft University of Technology, Netherlands

Publisher

ACM

Reference111 articles.

1. Icek Ajzen . 1991. The theory of planned behavior. Organizational behavior and human decision processes 50, 2 ( 1991 ), 179–211. Icek Ajzen. 1991. The theory of planned behavior. Organizational behavior and human decision processes 50, 2 (1991), 179–211.

2. Data excellence for AI

3. Agathe Balayn and Seda Gürses . 2021 . Beyond Debiasing: Regulating AI and its inequalities. EDRi Report. https://edri. org/wp-content/uploads/2021/09/EDRi_Beyond-Debiasing-Report_Online. pdf (2021). Agathe Balayn and Seda Gürses. 2021. Beyond Debiasing: Regulating AI and its inequalities. EDRi Report. https://edri. org/wp-content/uploads/2021/09/EDRi_Beyond-Debiasing-Report_Online. pdf (2021).

4. Managing bias and unfairness in data for decision support: a survey of machine learning and data engineering approaches to identify and mitigate bias and unfairness within data management and analytics systems

5. Themis-ml: A Fairness-Aware Machine Learning Interface for End-To-End Discrimination Discovery and Mitigation

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