Publications

Representativeness in Statistics, Politics, and Machine Learning

Published in ACM Conference on Fairness, Accountability, and Transparency, 2021

An exploration of the concept of representativeness.

Recommended citation: Kyla Chasalow and Karen Levy. 2021. Representativeness in Statistics, Politics, and Machine Learning. In Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency (FAccT '21). Association for Computing Machinery, New York, NY, USA, 77–89. https://doi.org/10.1145/3442188.3445872
Download Paper

Algorithms and Decision-Making in the Public Sector

Published in Annual Review of Law and Social Science, 2021

This paper surveys how algorithms are used in public sector decision-making and explores the social implications.

Recommended citation: Karen Levy, Kyla E. Chasalow, and Sarah Riley. (2021). "Algorithms and Decision-Making in the Public Sector." Annual Review of Law and Social Science, 17(1), 309–334. https://doi.org/10.1146/annurev-lawsocsci-041221-023808
Download Paper