Publications
- A causal framework for observational studies of discrimination
With Johann Gaebler, William Cai, Guillaume Basse, Sharad Goel, and Jennifer Hill (Under review). - Omitted and included variable bias in tests for disparate impact
With Jongbin Jung, Sam Corbett-Davies, and Sharad Goel (Under review). - Simple rules to guide expert classifications
With Connor Concannon, Sharad Goel, Daniel G. Goldstein, and Jongbin Jung
Journal of the Royal Statistical Society, Series A, Vol 183, No. 3. 2020.
[Commentary in Harvard Business Review]. - A large-scale analysis of racial disparities in police stops across the United States
Emma Pierson, Camelia Simoiu, Jan Overgoor, Sam Corbett-Davies, Daniel Jenson, Amy Shoemaker, Vignesh Ramachandran, Phoebe Barghouty, Cheryl Phillips, Ravi Shroff, and Sharad Goel
Nature Human Behavior, Vol 4, No. 5. 2020. - Bayesian sensitivity analysis for offline policy evaluation
With Jongbin Jung, Avi Feller, and Sharad Goel
Conference on AI, Ethics, and Society (AIES 2020). - Statistical tests to audit investigative stops
Ohio State Journal of Criminal Law, Vol 15, No. 2, 565-571. 2018. - Predictive analytics for city agencies: lessons from children's services
Big Data, Vol. 5, No. 3, 189-196. 2017. - Combatting police discrimination in the age of big data
With Sharad Goel, Maya Perelman, and David Sklansky
New Criminal Law Review, Vol. 20, No. 2, 181-232. 2017. - Personalized risk assessments in the criminal justice system
With Sharad Goel and Justin Rao
The American Economic Review (Papers and Proceedings). Vol. 106, No. 5, 119-123. 2016. - Precinct or prejudice: understanding racial disparities in New York City's stop-and-frisk policy
With Sharad Goel and Justin Rao
Annals of Applied Statistics, Vol. 10, No. 1, 365-394. 2016. - Indoor trajectory identification: snapping with uncertainty
Richard Wang, Ravi Shroff, Yilong Zha, Srinivasan Seshan, and Manuela Veloso
Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2015). - Partial rigidity for CR embeddings of real hypersurfaces into hyperquadrics with small signature difference
With Peter Ebenfelt
Communications in Analysis and Geometry, Vol 23, No. 1, 159-190. 2015. - CR singular images of generic submanifolds under holomorphic maps
With Jiří Lebl, André Minor, Duong Son, and Yuan Zhang
Arkiv för Matematik, 52, no. 2, 301-327. 2014.
Book Chapters, Technical Reports, and Workshop Papers
- The Accuracy, Equity, and Jurisprudence of Criminal Risk Assessment
With Sharad Goel, Jennifer Skeem, and Christopher Slobogin
Research Handbook on Big Data Law (book chapter, to appear). - An Analysis of the Metropolitan Nashville Police Department's Traffic Stop Practices
With Alex Chohlas-Wood, Sharad Goel, and Amy Shoemaker (technical report, 2018). - Allocation of Pre-Kindergarten Seats in New York City
Ravi Shroff, Richard Dunks, Jeongki Lim, Haozhe Wang, and Miguel Castro
The AAAI 2014 Workshop on Semantic Cities (Quebec City, 2014).
Ph.D. Thesis
- Rigidity properties of CR embeddings into hyperquadrics
Advisor: Peter Ebenfelt
University of California, San Diego. 2011.