Algorithmic Fairness

Publication

On the Societal Impact of Open Foundation Models

February 2024

Publication

Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features

Conference on Secure and Trustworthy Machine Learning

October 2023

Publication

How Redundant are Redundant Encodings? Blindness in the Wild and Racial Disparity when Race is Unobserved

ACM FAccT

June 2023

Post

IRS confirms RegLab study of racial bias in tax audits

Publication

Measuring and Mitigating Racial Disparities in Tax Audits

Working Paper

January 2023

Publication

Algorithmic Fairness and Vertical Equity: Income Fairness with IRS Tax Audit Models

ACM FAccT 1479

June 2022

Publication

On the Opportunities and Risks of Foundation Models

arXiv

August 2021

Publication

How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals

Nature Medicine

April 2021

Publication

The Distributive Effects of Risk Prediction in Environmental Compliance: Algorithmic Design, Environmental Justice, and Public Policy

ACM FAccT 2021

March 2021

Publication

How US Law Will Evaluate Artificial Intelligence for Covid-19

BMJ

March 2021