The Algorithmic Automation Problem: Prediction, Triage, and Human Effort
“The Algorithmic Automation Problem: Prediction, Triage, and Human Effort,” with Maithra Raghu, Katy Blumer, Greg Corrado, Jon Kleinberg, and Ziad Obermeyer, 2019.
A Probabilistic Model of Cardiac Physiology and Electrocardiograms
“A Probabilistic Model of Cardiac Physiology and Electrocardiograms,” joint with Andrew Miller, Ziad Obermeyer, David M. Blei, and John P. Cunnigham, arXiv preprint arXiv:1812.00209 (2018).
Measuring the Stability of EHR- and EKG-based Predictive Models
“Measuring the Stability of EHR- and EKG-based Predictive Models,” joint with Andrew C. Miller, Ziad Obermeyer, Sendhil Mullainathan Machine Learning for Health (NeurIPS Workshop), 2018
Simplicity Creates Inequity: Implications for Fairness, Stereotypes, and Interpretability
“Simplicity Creates Inequity: Implications for Fairness, Stereotypes, and Interpretability,” with Jon Kleinberg, draft, 2018.
Machine Learning Tests for Effects on Multiple Outcomes
“Machine Learning Tests for Effects on Multiple Outcomes,” with Jens Ludwig and Jann Spiess, working paper
Low-value care from moral hazard and misprediction: Using machine learning to understand doctors’ decisions
“A Machine Learning Approach to Low-Value Health Care: Wasted Tests, Missed Heart Attacks and Mis-Predictions,” with Ziad Obermeyer, 2019, NBER working paper 26168, National Bureau of Economics Research, Inc.
Recommendations in the dark
“Making Sense of Recommendations,” with Mike Yeomans, Anuj Shah and Jon Kleinberg, draft 2016.
The Theory is Predictive, but is it Complete? An Application to Human Perception of Randomness
“The Theory is Predictive, but is it Complete? An Application to Human Perception of Randomness,” with Jon Kleinberg and Annie Liang, draft, 2015.
The Market for Financial Advice: An Audit Study
“The Market for Financial Advice: An Audit Study,” with Markus Noth & Antoinette Schoar June 2010, NBER Working Papers 17929, National Bureau of Economic Research, Inc.
The Shape of Temptation: Implications for the Economic Lives of the Poor
“The Shape of Temptation: Implications for the Economic Lives of the Poor,” with Abhijit Banerjee, 2010, NBER Working Papers 15973, National Bureau of Economic Research, Inc.
Profitable Investments or Dissipated Cash? Evidence on the Investment-Cash Flow Relationship from Oil and Gas Lease Bidding
“Profitable Investments or Dissipated Cash? Evidence on the Investment-Cash Flow Relationship from Oil and Gas Lease Bidding,” with Marianne Bertrand, 2005, NBER Working Papers 11126, National Bureau of Economic Research, Inc.
Persuasion in Finance
“Persuasion in Finance,” with Andrei Shleifer, 2005, NBER Working Papers 11838, National Bureau of Economic Research, Inc.
Executive Compensation and Incentives: The Impact of Takeover LegislationExecutive Compensation and Incentives: The Impact of Takeover Legislation
“Executive Compensation and Incentives: The Impact of Takeover Legislation,” with Marianne Bertrand, 1998, NBER Working Papers 6830, National Bureau of Economic Research, Inc.