This theme studies how systems allocate limited opportunities under fairness considerations. I focus on designing allocation mechanisms that remain fair, effective, and scalable in practical decision-making environments.
Key questions#
- How can systems allocate limited opportunities fairly?
- How can fairness-aware allocation remain effective at scale?