Toward Algorithmic Accountability in Public Services: A Qualitative Study of Affected Community Perspectives on Algorithmic Decision-making in Child Welfare Services. - Anna Brown; Alexandra Chouldechova; Emily Putnam-Hornstein; Andrew Tobin; Rhema Vaithianathan (CHI, 2019)

Using a Machine Learning Tool to Support High-Stakes Decisions in Child Protection. - Rhema Vaithianathan; Diana Benavides Prado; Eric E. Dalton; Alexandra Chouldechova; Emily Putnam-Hornstein (AI Mag., 2021)

Examining risks of racial biases in NLP tools for child protective services. - Anjalie Field; Amanda Coston; Nupoor Gandhi; Alexandra Chouldechova; Emily Putnam-Hornstein; David Steier; Yulia Tsvetkov (FAccT, 2023)