Naveen Durvasula

Observing Context Improves Disparity Estimation when Race is Unobserved

2024 · arXiv (Cornell University)

In many domains, it is difficult to obtain the race data that is required to estimate racial disparity. To address this problem, practitioners have adopted the use of proxy methods which predict race using non-protected …