From Predictive Algorithms to Automatic Generation of Anomalies

Sendhil Mullainathan, Ashesh Rambachan

How can we extract theoretical insights from machine learning algorithms? We take a familiar lesson: researchers often turn their intuitions into theoretical insights by constructi…