-
Assistant Professor
Data Science
Computer Science
About
My group develops methods to promote the adoption and safety of machine learning in domains like medicine, consumer finance, and the physical sciences. We focus on last mile problems related to fairness, interpretability, personalization, and governance.
Previously, I held research positions at Google AI and Harvard. I also co-founded Petal, a company that uses machine learning to broaden credit access. I received a PhD in Computer Science from MIT, and Bachelors degrees in Operations Research and Economics from UC Berkeley.
Excited to receive NSF funding for ARIA: AI Research Institute on Interaction for AI Assistants!
I’m now a Faculty Affiliate with UCSD’s Jacobs Center for Health Innovation. Looking forward to collaborations on safety, interpretability, personalization, and fairness in healthcare.
Congratulations to Hailey Joren for successfully defending her PhD thesis! Hailey will be heading to Anthropic to work on AI Safety!
Our group grew by 1! Welcome Meredith Stewart!
Excited to serve on the Executive Committee at FAccT!
Our group grew by 1! Welcome Harry Cheon!