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Decision-Making

Papers (Decision-Making)

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"