Mullainathan, Sendhil; Rambachan, Ashesh - National Bureau of Economic Research - 2024
Machine learning algorithms can find predictive signals that researchers fail to notice; yet they are notoriously hard-to-interpret. How can we extract theoretical insights from these black boxes? History provides a clue. Facing a similar problem - how to extract theoretical insights from their...