CS PhD student at Stanford, advised by @jure. ML/Data Science for inequality+health | Formerly ML Data Scientist @Airbnb, and @Columbia CS w/ @sirrice
Jul 19, 2022 • 17 tweets • 5 min read
Excited and honored to share that our #ICML2022 paper, “Causal Conceptions of Fairness and their Consequences” (w/ @jgaeb1, Ravi Shroff, and @5harad) has received an outstanding paper award!!! See 🧵for key findings and results
Paper: arxiv.org/abs/2207.05302 1/17 @jgaeb1@5harad We find that, surprisingly, the paradigm shift in fair ML towards causal reasoning is *harmful* to common policy goals, including diversity and equity efforts. 2/17