Bringing the People Back In: Contesting Benchmark Machine Learning Datasets. - Emily Denton; Alex Hanna; Razvan Amironesei; Andrew Smart; Hilary Nicole; Morgan Klaus Scheuerman (CoRR, 2020)

You Can't Sit With Us: Exclusionary Pedagogy in AI Ethics Education. - Inioluwa Deborah Raji; Morgan Klaus Scheuerman; Razvan Amironesei (FAccT, 2021)

Notes on Problem Formulation in Machine Learning. - Razvan Amironesei; Emily Denton; Umesh Ghanekar (IEEE Technol. Soc. Mag., 2021)

On the genealogy of machine learning datasets: A critical history of ImageNet. - Emily Denton; Alex Hanna; Razvan Amironesei; Andrew Smart; Hilary Nicole (Big Data Soc., 2021)

CrowdWorkSheets: Accounting for Individual and Collective Identities Underlying Crowdsourced Dataset Annotation. - Mark Díaz; Ian D. Kivlichan; Rachel Rosen; Dylan K. Baker; Razvan Amironesei; Vinodkumar Prabhakaran; Emily Denton (FAccT, 2022)

Healthsheet: Development of a Transparency Artifact for Health Datasets. - Negar Rostamzadeh; Diana Mincu; Subhrajit Roy; Andrew Smart; Lauren Wilcox; Mahima Pushkarna; Jessica Schrouff; Razvan Amironesei; Nyalleng Moorosi; Katherine A. Heller (FAccT, 2022)