From Predictive Algorithms to Automatic Generation of Anomalies

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 intu...

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Bibliographic Details
Published in:NBER Working Paper Series
Main Authors: Mullainathan, Sendhil, Rambachan, Ashesh
Format: Paper
Language:English
Published: Cambridge National Bureau of Economic Research, Inc 01.05.2024
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ISSN:0898-2937
Online Access:Get full text
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