Search Results for author: Bradon Thymes

Found 3 papers, 0 papers with code

Ranking with Slot Constraints

no code implementations27 Oct 2023 Wentao Guo, Andrew Wang, Bradon Thymes, Thorsten Joachims

We introduce the problem of ranking with slot constraints, which can be used to model a wide range of application problems -- from college admission with limited slots for different majors, to composing a stratified cohort of eligible participants in a medical trial.

Augmenting Holistic Review in University Admission using Natural Language Processing for Essays and Recommendation Letters

no code implementations30 Jun 2023 Jinsook Lee, Bradon Thymes, Joyce Zhou, Thorsten Joachims, Rene F. Kizilcec

University admission at many highly selective institutions uses a holistic review process, where all aspects of the application, including protected attributes (e. g., race, gender), grades, essays, and recommendation letters are considered, to compose an excellent and diverse class.

Comparing Human and Machine Bias in Face Recognition

no code implementations15 Oct 2021 Samuel Dooley, Ryan Downing, George Wei, Nathan Shankar, Bradon Thymes, Gudrun Thorkelsdottir, Tiye Kurtz-Miott, Rachel Mattson, Olufemi Obiwumi, Valeriia Cherepanova, Micah Goldblum, John P Dickerson, Tom Goldstein

Much recent research has uncovered and discussed serious concerns of bias in facial analysis technologies, finding performance disparities between groups of people based on perceived gender, skin type, lighting condition, etc.

Face Recognition

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