Joy Buolamwini

Civic Media
Publication

Actionable Auditing: Investigating the Impact of Publicly Naming Biased Performance Results of Commercial AI Products

Raji, I & Buolamwini, J. (2019). Actionable Auditing: Investigating the Impact of Publicly Naming Biased Performance Results of Commercial AI Products. Conference on Artificial Intelligence, Ethics, and Society.

Publication

Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification

Buolamwini, J., Gebru, T. "Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification." Proceedings of Machine Learning Research 81:1–15, 2018 Conference on Fairness, Accountability, and Transparency

Publication

Gender Shades

Buolamwini, J. (2017, MIT Master's Thesis) Gender Shades: Intersectional Phenotypic and Demographic Evaluation of Face Datasets and Gender Classifiers