Decision-Making
Papers (Decision-Making)
Agrawal, Ajay, Joshua Gans and Avi Goldfarb (2018), "Human Judgment and AI Pricing," AEA Papers and Proceedings, forthcoming.
Agrawal, Ajay, Joshua Gans and Avi Goldfarb (2018), "Exploring the Impact of Artificial Intelligence: Prediction Versus Judgment," TPI Conference, Washington DC.
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 Kleinberg, Sendhil Mullainathan, Manish 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"