Publications
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Prediction without Preclusion: Recourse Verification with Reachable Sets
ICLR (Spotlight), 2024
Individuals can be assigned predictions that they cannot change through actions on their features. This paper investigates and formalizes scenarios of predictions without recourse. We argue the importance of these scenarios for both model development and recourse detection methods.
Industry Experience
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Teaching Experience
Service
- PenPal for the Incarcerated (September 2020 – Present)
- Warren Community Garden (August 2021 – Present)
- The Recyclery (August 2018 – May 2021)