Working Papers

Evaluating the World Model Implicit in a Generative Model (with Keyon Vafa, Justin Chen, Jon Kleinberg and Sendhil Mullainathan). [ Draft ]
Causal Interpretation of Structural IV Estimands (with Isaiah AndrewsNano BarahonaMatthew Gentzkow and Jesse Shapiro). [ Draft ]
From Predictive Algorithms to Automatic Generation of Anomalies (with Sendhil Mullainathan). [ Draft ]  
Robust Design and Evaluation of Predictive Algorithms under Unobserved Confounding (with Amanda Coston and Edward Kennedy). [ Draft ]
Design-Based Uncertainty for Quasi-Experiments (with Jonathan Roth). [ Draft ]
When do Common Time Series Estimands have Nonparametric Causal Meaning? (with Neil Shephard). [ Draft ]
An Economic Approach to Regulating Algorithms (with Jon KleinbergJens Ludwig and Sendhil Mullainathan). [ Draft ]