Shoiuld Humans Lie to Machines: The Incentive Compatibility of Lasso and General Weighted Lasso

Mehmet Caner, Kfir Eliaz

We consider situations where a user feeds her attributes to a machine learning method that tries to predict her best option based on a random sample of other users. The predictor i…