The Best Paper award winners are:
- “Equal Pay for Similar Work” authored by Diego Gentile, Fuhito Kojima, and Bobby Pakzad-Hurson.
Best Student Paper Award:
- “30 Million Canvas Records Reveal Widespread Sequential Bias and System-design Induced Surname Initial Disparity in Grading” authored by Jiaxin Pei, Zhihan Wang, and Jun Li.
New Horizons Award:
- “Common Voice and Accent Choice” authored by Kathy Reid and Elizabeth T. Williams.
New Horizons Honorable Mention:
- “A Critique of the 2021 National Institute of Justice Recidivism Forecasting Challenge” authored by Tobi Jegede, Marissa Gerchick, Amreeta Mathai, and Aaron Horowitz.
Theory Track Paper Award:
- “Design on Matroids: Diversity vs. Meritocracy” by Isa Hafalir, Fuhito Kojima, M. Bumin Yenmez, and Koji Yokote.
AI Track Paper Award:
- “Setting the Right Expectations: Algorithmic Recourse Over Time” authored by Joao Fonesca, Andrew Bell, Carlo Abrate, Francesco Bonchi, and Julia Stoyanovich.