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stat.ML2021
Generalized Linear Models with Structured Sparsity Estimators
Mehmet Caner
In this paper, we introduce structured sparsity estimators in Generalized Linear Models. Structured sparsity estimators in the least squares loss are introduced by Stucky and van d…
econ.EM2021
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…