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Decision-Making

Papers (Decision-Making)

Agrawal, Avi, Joshua Gans and Avi Goldfarb (2018), "Human Judgment and AI Pricing," AEA Papers and Proceedings, forthcoming.

Kleinberg, Jon and Lakkaraju, Himabindu and Leskovec, Jure and Ludwig, Jens and Mullainathan, Sendhil (2017), "Human Decisions and Machine Predictions," Working Paper, N0.23180 , NBER.

Mullainathan, Sendhil, and Jann Spiess. "Machine learning: an applied econometric approach." Journal of Economic Perspectives 31.2 (2017): 87-106.

Jon KleinbergSendhil MullainathanManish Raghavan (2016), "Inherent Trade-Offs in Algorithmic Fairness of Risk Scores," arXiv:1609.05807

Granger, Clive WJ, and Mark J. Machina (2006), "Forecasting and decision theory," Handbook of economic forecasting 1: 81-98.

Talks

Kleinberg, Jon (2017), "Inherent Trade-Offs in Algorithmic Fairness"

Mullainathan, Sendhil (2016), "Machine Intelligence and Public Policy"